BNP paribas Claim Settlement

Dataset statistics

Number of variables	133
Number of observations	114321
Missing cells	5097471
Missing cells (%)	33.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	116.0 MiB
Average record size in memory	1.0 KiB

Variable types

NUM	113
CAT	19
BOOL	1

Warnings

`v22` has a high cardinality: 18210 distinct values	High cardinality
`v56` has a high cardinality: 122 distinct values	High cardinality
`v125` has a high cardinality: 90 distinct values	High cardinality
`v12` is highly correlated with `v10`	High correlation
`v10` is highly correlated with `v12`	High correlation
`v25` is highly correlated with `v8` and 5 other fields	High correlation
`v8` is highly correlated with `v25` and 3 other fields	High correlation
`v32` is highly correlated with `v15` and 2 other fields	High correlation
`v15` is highly correlated with `v32` and 1 other fields	High correlation
`v40` is highly correlated with `v34` and 1 other fields	High correlation
`v34` is highly correlated with `v40` and 1 other fields	High correlation
`v41` is highly correlated with `v29` and 3 other fields	High correlation
`v29` is highly correlated with `v41` and 3 other fields	High correlation
`v43` is highly correlated with `v26` and 1 other fields	High correlation
`v26` is highly correlated with `v43` and 1 other fields	High correlation
`v46` is highly correlated with `v8` and 5 other fields	High correlation
`v48` is highly correlated with `v17` and 2 other fields	High correlation
`v17` is highly correlated with `v48` and 2 other fields	High correlation
`v49` is highly correlated with `v41`	High correlation
`v53` is highly correlated with `v11`	High correlation
`v11` is highly correlated with `v53`	High correlation
`v54` is highly correlated with `v25` and 4 other fields	High correlation
`v55` is highly correlated with `v33` and 1 other fields	High correlation
`v33` is highly correlated with `v55` and 3 other fields	High correlation
`v60` is highly correlated with `v26`	High correlation
`v63` is highly correlated with `v8` and 5 other fields	High correlation
`v64` is highly correlated with `v17` and 3 other fields	High correlation
`v65` is highly correlated with `v20`	High correlation
`v20` is highly correlated with `v65`	High correlation
`v67` is highly correlated with `v29` and 2 other fields	High correlation
`v68` is highly correlated with `v39`	High correlation
`v39` is highly correlated with `v68`	High correlation
`v73` is highly correlated with `v15` and 1 other fields	High correlation
`v76` is highly correlated with `v17` and 1 other fields	High correlation
`v77` is highly correlated with `v29` and 1 other fields	High correlation
`v81` is highly correlated with `v5`	High correlation
`v5` is highly correlated with `v81`	High correlation
`v83` is highly correlated with `v33` and 3 other fields	High correlation
`v86` is highly correlated with `v32`	High correlation
`v89` is highly correlated with `v25` and 4 other fields	High correlation
`v95` is highly correlated with `v92`	High correlation
`v92` is highly correlated with `v95`	High correlation
`v96` is highly correlated with `v29` and 1 other fields	High correlation
`v100` is highly correlated with `v58`	High correlation
`v58` is highly correlated with `v100`	High correlation
`v104` is highly correlated with `v13`	High correlation
`v13` is highly correlated with `v104`	High correlation
`v105` is highly correlated with `v8` and 5 other fields	High correlation
`v106` is highly correlated with `v48` and 1 other fields	High correlation
`v111` is highly correlated with `v33` and 1 other fields	High correlation
`v114` is highly correlated with `v34` and 1 other fields	High correlation
`v115` is highly correlated with `v69`	High correlation
`v69` is highly correlated with `v115`	High correlation
`v116` is highly correlated with `v43`	High correlation
`v118` is highly correlated with `v97`	High correlation
`v97` is highly correlated with `v118`	High correlation
`v121` is highly correlated with `v33` and 1 other fields	High correlation
`v128` is highly correlated with `v108` and 1 other fields	High correlation
`v108` is highly correlated with `v128`	High correlation
`v109` is highly correlated with `v128`	High correlation
`v1` has 49832 (43.6%) missing values	Missing
`v2` has 49796 (43.6%) missing values	Missing
`v3` has 3457 (3.0%) missing values	Missing
`v4` has 49796 (43.6%) missing values	Missing
`v5` has 48624 (42.5%) missing values	Missing
`v6` has 49832 (43.6%) missing values	Missing
`v7` has 49832 (43.6%) missing values	Missing
`v8` has 48619 (42.5%) missing values	Missing
`v9` has 49851 (43.6%) missing values	Missing
`v11` has 49836 (43.6%) missing values	Missing
`v13` has 49832 (43.6%) missing values	Missing
`v15` has 49836 (43.6%) missing values	Missing
`v16` has 49895 (43.6%) missing values	Missing
`v17` has 49796 (43.6%) missing values	Missing
`v18` has 49832 (43.6%) missing values	Missing
`v19` has 49843 (43.6%) missing values	Missing
`v20` has 49840 (43.6%) missing values	Missing
`v23` has 50675 (44.3%) missing values	Missing
`v25` has 48619 (42.5%) missing values	Missing
`v26` has 49832 (43.6%) missing values	Missing
`v27` has 49832 (43.6%) missing values	Missing
`v28` has 49832 (43.6%) missing values	Missing
`v29` has 49832 (43.6%) missing values	Missing
`v30` has 60110 (52.6%) missing values	Missing
`v31` has 3457 (3.0%) missing values	Missing
`v32` has 49832 (43.6%) missing values	Missing
`v33` has 49832 (43.6%) missing values	Missing
`v35` has 49832 (43.6%) missing values	Missing
`v36` has 48624 (42.5%) missing values	Missing
`v37` has 49843 (43.6%) missing values	Missing
`v39` has 49836 (43.6%) missing values	Missing
`v41` has 49832 (43.6%) missing values	Missing
`v42` has 49832 (43.6%) missing values	Missing
`v43` has 49836 (43.6%) missing values	Missing
`v44` has 49796 (43.6%) missing values	Missing
`v45` has 49832 (43.6%) missing values	Missing
`v46` has 48619 (42.5%) missing values	Missing
`v48` has 49796 (43.6%) missing values	Missing
`v49` has 49832 (43.6%) missing values	Missing
`v51` has 50678 (44.3%) missing values	Missing
`v53` has 49836 (43.6%) missing values	Missing
`v54` has 48619 (42.5%) missing values	Missing
`v55` has 49832 (43.6%) missing values	Missing
`v56` has 6882 (6.0%) missing values	Missing
`v57` has 49832 (43.6%) missing values	Missing
`v58` has 49836 (43.6%) missing values	Missing
`v59` has 49796 (43.6%) missing values	Missing
`v60` has 49832 (43.6%) missing values	Missing
`v61` has 49796 (43.6%) missing values	Missing
`v63` has 48619 (42.5%) missing values	Missing
`v64` has 49796 (43.6%) missing values	Missing
`v65` has 49840 (43.6%) missing values	Missing
`v67` has 49832 (43.6%) missing values	Missing
`v68` has 49836 (43.6%) missing values	Missing
`v69` has 49895 (43.6%) missing values	Missing
`v70` has 48636 (42.5%) missing values	Missing
`v73` has 49836 (43.6%) missing values	Missing
`v76` has 49796 (43.6%) missing values	Missing
`v77` has 49832 (43.6%) missing values	Missing
`v78` has 49895 (43.6%) missing values	Missing
`v80` has 49851 (43.6%) missing values	Missing
`v81` has 48624 (42.5%) missing values	Missing
`v82` has 48624 (42.5%) missing values	Missing
`v83` has 49832 (43.6%) missing values	Missing
`v84` has 49832 (43.6%) missing values	Missing
`v85` has 50682 (44.3%) missing values	Missing
`v86` has 49832 (43.6%) missing values	Missing
`v87` has 48663 (42.6%) missing values	Missing
`v88` has 49832 (43.6%) missing values	Missing
`v89` has 48619 (42.5%) missing values	Missing
`v90` has 49836 (43.6%) missing values	Missing
`v92` has 49843 (43.6%) missing values	Missing
`v93` has 49832 (43.6%) missing values	Missing
`v94` has 49832 (43.6%) missing values	Missing
`v95` has 49843 (43.6%) missing values	Missing
`v96` has 49832 (43.6%) missing values	Missing
`v97` has 49843 (43.6%) missing values	Missing
`v98` has 48654 (42.6%) missing values	Missing
`v99` has 49832 (43.6%) missing values	Missing
`v100` has 49836 (43.6%) missing values	Missing
`v101` has 49796 (43.6%) missing values	Missing
`v102` has 51316 (44.9%) missing values	Missing
`v103` has 49832 (43.6%) missing values	Missing
`v104` has 49832 (43.6%) missing values	Missing
`v105` has 48658 (42.6%) missing values	Missing
`v106` has 49796 (43.6%) missing values	Missing
`v108` has 48624 (42.5%) missing values	Missing
`v109` has 48624 (42.5%) missing values	Missing
`v111` has 49832 (43.6%) missing values	Missing
`v113` has 55304 (48.4%) missing values	Missing
`v115` has 49895 (43.6%) missing values	Missing
`v116` has 49836 (43.6%) missing values	Missing
`v117` has 48624 (42.5%) missing values	Missing
`v118` has 49843 (43.6%) missing values	Missing
`v119` has 50680 (44.3%) missing values	Missing
`v120` has 49836 (43.6%) missing values	Missing
`v121` has 49840 (43.6%) missing values	Missing
`v122` has 49851 (43.6%) missing values	Missing
`v123` has 50678 (44.3%) missing values	Missing
`v124` has 48619 (42.5%) missing values	Missing
`v126` has 49832 (43.6%) missing values	Missing
`v127` has 49832 (43.6%) missing values	Missing
`v128` has 48624 (42.5%) missing values	Missing
`v130` has 49843 (43.6%) missing values	Missing
`v131` has 49895 (43.6%) missing values	Missing
`v19` is highly skewed (γ1 = 76.28691905)	Skewed
`ID` has unique values	Unique
`v38` has 109724 (96.0%) zeros	Zeros
`v62` has 20630 (18.0%) zeros	Zeros
`v72` has 3355 (2.9%) zeros	Zeros
`v129` has 90247 (78.9%) zeros	Zeros

Reproduction

Analysis started	2021-02-20 11:09:43.048617
Analysis finished	2021-02-20 11:13:03.056204
Duration	3 minutes and 20.01 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

ID
Real number (ℝ_≥0)

UNIQUE

Distinct	114321
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	114228.9282
Minimum	3
Maximum	228713
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	3
5-th percentile	11379
Q1	57280
median	114189
Q3	171206
95-th percentile	217192
Maximum	228713
Range	228710
Interquartile range (IQR)	113926

Descriptive statistics

Standard deviation	65934.48736
Coefficient of variation (CV)	0.5772135691
Kurtosis	-1.195679962
Mean	114228.9282
Median Absolute Deviation (MAD)	56968
Skewness	0.002244224715
Sum	1.30587653e+10
Variance	4347356624
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12282	1	< 0.1%
99994	1	< 0.1%
91782	1	< 0.1%
71304	1	< 0.1%
73353	1	< 0.1%
69259	1	< 0.1%
79500	1	< 0.1%
77455	1	< 0.1%
120464	1	< 0.1%
122513	1	< 0.1%
Other values (114311)	114311	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
228713	1	< 0.1%
228712	1	< 0.1%
228711	1	< 0.1%
228710	1	< 0.1%
228708	1	< 0.1%

target
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	893.1 KiB

1	87021
0	27300

Common Values
Chart

Value	Count	Frequency (%)
1	87021	76.1%
0	27300	23.9%

v1
Real number (ℝ)

MISSING

Distinct	64487
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.630685675
Minimum	-9.996497014e-07
Maximum	20.00000063
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.996497014e-07
5-th percentile	8.060779573e-07
Q1	0.9135798296
median	1.469549897
Q3	2.136127914
95-th percentile	3.605197275
Maximum	20.00000063
Range	20.00000163
Interquartile range (IQR)	1.222548084

Descriptive statistics

Standard deviation	1.0828135
Coefficient of variation (CV)	0.6640234329
Kurtosis	8.425993878
Mean	1.630685675
Median Absolute Deviation (MAD)	0.5977079877
Skewness	1.616013705
Sum	105161.2885
Variance	1.172485076
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.719330903	2	< 0.1%
0.9749664427	2	< 0.1%
2.312500434	1	< 0.1%
2.572264226	1	< 0.1%
0.4039296717	1	< 0.1%
3.174362141	1	< 0.1%
1.037382226	1	< 0.1%
1.172598715	1	< 0.1%
0.8644862499	1	< 0.1%
0.7024205388	1	< 0.1%
Other values (64477)	64477	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.996497014e-07	1	< 0.1%
-9.989552313e-07	1	< 0.1%
-9.980171532e-07	1	< 0.1%
-9.979413689e-07	1	< 0.1%
-9.975070404e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000063	1	< 0.1%
20.00000033	1	< 0.1%
19.99999918	1	< 0.1%
14.36893183	1	< 0.1%
13.21428506	1	< 0.1%

v2
Real number (ℝ)

MISSING

Distinct	64524
Distinct (%)	> 99.9%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	7.464410781
Minimum	-9.817614492e-07
Maximum	19.99999991
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.817614492e-07
5-th percentile	3.110138309
Q1	5.316428241
median	7.023803118
Q3	9.46549707
95-th percentile	12.80106284
Maximum	19.99999991
Range	20.00000089
Interquartile range (IQR)	4.149068829

Descriptive statistics

Standard deviation	2.961675735
Coefficient of variation (CV)	0.3967728763
Kurtosis	-0.0880834203
Mean	7.464410781
Median Absolute Deviation (MAD)	2.025008045
Skewness	0.5043792389
Sum	481641.1056
Variance	8.771523162
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.50666365	2	< 0.1%
7.270744105	1	< 0.1%
4.214633241	1	< 0.1%
9.850119029	1	< 0.1%
11.82835537	1	< 0.1%
6.14981548	1	< 0.1%
8.246475842	1	< 0.1%
5.698340226	1	< 0.1%
11.17463023	1	< 0.1%
6.569647783	1	< 0.1%
Other values (64514)	64514	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.817614492e-07	1	< 0.1%
-8.757840603e-07	1	< 0.1%
-5.82974477e-07	1	< 0.1%
-3.82466083e-07	1	< 0.1%
0.1444016255	1	< 0.1%

Value	Count	Frequency (%)
19.99999991	1	< 0.1%
19.56942868	1	< 0.1%
19.56942816	1	< 0.1%
19.49866797	1	< 0.1%
19.47259367	1	< 0.1%

v3
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	3457
Missing (%)	3.0%
Memory size	893.1 KiB

C	110584
A	227
B	53

Frequencies
Length

Value	Count	Frequency (%)
C	110584	96.7%
A	227	0.2%
B	53	< 0.1%
(Missing)	3457	3.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	1
Mean length	1.060478827
Min length	1

v4
Real number (ℝ)

MISSING

Distinct	64524
Distinct (%)	> 99.9%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	4.145097504
Minimum	-6.47592939e-07
Maximum	19.99999974
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-6.47592939e-07
5-th percentile	2.048757744
Q1	3.487398178
median	4.205990789
Q3	4.83325029
95-th percentile	5.95105324
Maximum	19.99999974
Range	20.00000039
Interquartile range (IQR)	1.345852112

Descriptive statistics

Standard deviation	1.148262543
Coefficient of variation (CV)	0.2770170163
Kurtosis	1.337372243
Mean	4.145097504
Median Absolute Deviation (MAD)	0.6688774271
Skewness	-0.0004771341683
Sum	267462.4164
Variance	1.318506867
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.915740369	2	< 0.1%
2.918578494	1	< 0.1%
2.364229934	1	< 0.1%
3.68036858	1	< 0.1%
3.915944803	1	< 0.1%
5.588397072	1	< 0.1%
4.508146455	1	< 0.1%
5.119492262	1	< 0.1%
3.994399992	1	< 0.1%
4.189578	1	< 0.1%
Other values (64514)	64514	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6.47592939e-07	1	< 0.1%
-5.139326781e-07	1	< 0.1%
-3.63016809e-07	1	< 0.1%
7.364053099e-07	1	< 0.1%
0.127883191	1	< 0.1%

Value	Count	Frequency (%)
19.99999974	1	< 0.1%
11.8317791	1	< 0.1%
11.83177751	1	< 0.1%
11.40711945	1	< 0.1%
11.08672694	1	< 0.1%

v5
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	65671
Distinct (%)	> 99.9%
Missing	48624
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	8.742359181
Minimum	-5.28706774e-07
Maximum	20.00000035
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-5.28706774e-07
5-th percentile	5.561533891
Q1	7.605917693
median	8.670867152
Q3	9.771352658
95-th percentile	12.45460729
Maximum	20.00000035
Range	20.00000088
Interquartile range (IQR)	2.165434964

Descriptive statistics

Standard deviation	2.036017836
Coefficient of variation (CV)	0.2328911217
Kurtosis	2.231902314
Mean	8.742359181
Median Absolute Deviation (MAD)	1.085124321
Skewness	0.7030549144
Sum	574346.7711
Variance	4.145368629
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.14324093	2	< 0.1%
10.3711882	2	< 0.1%
11.14324165	2	< 0.1%
10.76588312	2	< 0.1%
11.14324225	2	< 0.1%
11.14324151	2	< 0.1%
8.866604284	2	< 0.1%
10.74111588	2	< 0.1%
11.14324169	2	< 0.1%
9.30170847	2	< 0.1%
Other values (65661)	65677	57.4%
(Missing)	48624	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-5.28706774e-07	1	< 0.1%
0.1815736964	1	< 0.1%
0.2958984876	1	< 0.1%
1.015466469	1	< 0.1%
1.015468196	1	< 0.1%

Value	Count	Frequency (%)
20.00000035	1	< 0.1%
19.99999927	1	< 0.1%
19.09213239	1	< 0.1%
19.09213234	1	< 0.1%
18.66846079	1	< 0.1%

v6
Real number (ℝ)

MISSING

Distinct	64487
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.436401582
Minimum	-9.05509145e-07
Maximum	20.0000006
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.05509145e-07
5-th percentile	1.531101293
Q1	2.065063905
median	2.4127905
Q3	2.775284695
95-th percentile	3.396533958
Maximum	20.0000006
Range	20.0000015
Interquartile range (IQR)	0.7102207894

Descriptive statistics

Standard deviation	0.5999653137
Coefficient of variation (CV)	0.2462505846
Kurtosis	35.91032836
Mean	2.436401582
Median Absolute Deviation (MAD)	0.3542175716
Skewness	1.647329218
Sum	157121.1016
Variance	0.3599583776
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.901603184	2	< 0.1%
2.148984278	2	< 0.1%
1.986927881	1	< 0.1%
2.818427403	1	< 0.1%
2.574256697	1	< 0.1%
2.606924958	1	< 0.1%
3.997959238	1	< 0.1%
2.649572655	1	< 0.1%
3.117620163	1	< 0.1%
2.361668807	1	< 0.1%
Other values (64477)	64477	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.05509145e-07	1	< 0.1%
-7.915270017e-07	1	< 0.1%
-7.892984524e-07	1	< 0.1%
-7.046059951e-07	1	< 0.1%
-6.11170027e-07	1	< 0.1%

Value	Count	Frequency (%)
20.0000006	1	< 0.1%
19.99999955	1	< 0.1%
19.99999908	1	< 0.1%
8.679004228	1	< 0.1%
7.272727606	1	< 0.1%

v7
Real number (ℝ)

MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.48392081
Minimum	-9.468765497e-07
Maximum	19.99999981
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.468765497e-07
5-th percentile	1.586130011
Q1	2.101477496
median	2.452166419
Q3	2.834285215
95-th percentile	3.467843589
Maximum	19.99999981
Range	20.00000076
Interquartile range (IQR)	0.7328077193

Descriptive statistics

Standard deviation	0.5894485168
Coefficient of variation (CV)	0.23730568
Kurtosis	13.46409844
Mean	2.48392081
Median Absolute Deviation (MAD)	0.3644833691
Skewness	0.8427176349
Sum	160185.5691
Variance	0.347449554
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.605263191	1	< 0.1%
2.366237424	1	< 0.1%
2.939604137	1	< 0.1%
1.619718059	1	< 0.1%
3.807635159	1	< 0.1%
2.611569809	1	< 0.1%
2.460897337	1	< 0.1%
3.412126895	1	< 0.1%
2.63779523	1	< 0.1%
2.35233259	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.468765497e-07	1	< 0.1%
-9.291186591e-07	1	< 0.1%
-7.905490741e-07	1	< 0.1%
-6.313068019e-07	1	< 0.1%
-5.898970447e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999981	1	< 0.1%
8.888889779	1	< 0.1%
8.888889028	1	< 0.1%
6.666666234	1	< 0.1%
6.666666221	1	< 0.1%

v8
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	65688
Distinct (%)	> 99.9%
Missing	48619
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	1.496568585
Minimum	-7.783778108e-07
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-7.783778108e-07
5-th percentile	0.01610515084
Q1	0.08658986231
median	0.3860317142
Q3	1.625245834
95-th percentile	7.410559321
Maximum	20.000001
Range	20.00000178
Interquartile range (IQR)	1.538655971

Descriptive statistics

Standard deviation	2.783002537
Coefficient of variation (CV)	1.859589039
Kurtosis	15.01447952
Mean	1.496568585
Median Absolute Deviation (MAD)	0.3550636923
Skewness	3.509382175
Sum	98327.54918
Variance	7.745103119
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.29777925	2	< 0.1%
17.29777926	2	< 0.1%
17.29777785	2	< 0.1%
11.65606135	2	< 0.1%
10.891316	2	< 0.1%
17.29777912	2	< 0.1%
17.29777881	2	< 0.1%
19.99999938	2	< 0.1%
10.2508322	2	< 0.1%
20.00000073	2	< 0.1%
Other values (65678)	65682	57.5%
(Missing)	48619	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7.783778108e-07	1	< 0.1%
-4.233767869e-07	1	< 0.1%
9.033898957e-08	1	< 0.1%
1.076211142e-07	1	< 0.1%
2.315499242e-07	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.000001	1	< 0.1%
20.00000099	1	< 0.1%
20.00000099	1	< 0.1%
20.00000097	1	< 0.1%

v9
Real number (ℝ)

MISSING

Distinct	64451
Distinct (%)	> 99.9%
Missing	49851
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	9.031858593
Minimum	-9.828756844e-07
Maximum	20.00000075
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.828756844e-07
5-th percentile	5.825242456
Q1	7.853658957
median	9.05958234
Q3	10.23255853
95-th percentile	12.08406251
Maximum	20.00000075
Range	20.00000173
Interquartile range (IQR)	2.378899576

Descriptive statistics

Standard deviation	1.930262391
Coefficient of variation (CV)	0.213717074
Kurtosis	1.202820257
Mean	9.031858593
Median Absolute Deviation (MAD)	1.191693958
Skewness	-0.01083990474
Sum	582283.9235
Variance	3.725912898
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.00000079	2	< 0.1%
10.00000043	2	< 0.1%
10.00000005	2	< 0.1%
8.666667024	2	< 0.1%
10.4347829	2	< 0.1%
10.00000038	2	< 0.1%
8.571428952	2	< 0.1%
10.37037105	2	< 0.1%
11.42857186	2	< 0.1%
10.00000043	2	< 0.1%
Other values (64441)	64450	56.4%
(Missing)	49851	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.828756844e-07	1	< 0.1%
-9.81281554e-07	1	< 0.1%
-9.317702356e-07	1	< 0.1%
-8.802248361e-07	1	< 0.1%
-6.105672744e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000075	1	< 0.1%
20.00000072	1	< 0.1%
20.0000007	1	< 0.1%
20.00000066	1	< 0.1%
20.00000062	1	< 0.1%

v10
Real number (ℝ)

HIGH CORRELATION

Distinct	112485
Distinct (%)	98.5%
Missing	84
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%

Mean	1.883045785
Minimum	-9.8753166e-07
Maximum	18.53391645
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.8753166e-07
5-th percentile	0.5251647734
Q1	1.050328204
median	1.312910093
Q3	2.100657221
95-th percentile	5.229759467
Maximum	18.53391645
Range	18.53391744
Interquartile range (IQR)	1.050329017

Descriptive statistics

Standard deviation	1.393978611
Coefficient of variation (CV)	0.7402786603
Kurtosis	3.262001121
Mean	1.883045785
Median Absolute Deviation (MAD)	0.3938736728
Skewness	1.858871846
Sum	215113.5013
Variance	1.943176368
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.312910515	3	< 0.1%
1.291028774	3	< 0.1%
1.050327291	3	< 0.1%
1.31291082	3	< 0.1%
1.29102755	3	< 0.1%
1.312909299	3	< 0.1%
1.291027918	3	< 0.1%
1.291029017	3	< 0.1%
1.29102882	3	< 0.1%
1.291028811	3	< 0.1%
Other values (112475)	114207	99.9%
(Missing)	84	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.8753166e-07	1	< 0.1%
-9.874865639e-07	1	< 0.1%
-9.547834171e-07	1	< 0.1%
-9.42833014e-07	1	< 0.1%
-9.043781229e-07	1	< 0.1%

Value	Count	Frequency (%)
18.53391645	1	< 0.1%
14.15754986	1	< 0.1%
13.23851154	1	< 0.1%
10.59080968	1	< 0.1%
9.518599804	1	< 0.1%

v11
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64477
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	15.44741268
Minimum	-1.459061828e-07
Maximum	20.00000092
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-1.459061828e-07
5-th percentile	14.14490232
Q1	15.00000054
median	15.49595168
Q3	15.94999966
95-th percentile	16.62669036
Maximum	20.00000092
Range	20.00000107
Interquartile range (IQR)	0.9499991121

Descriptive statistics

Standard deviation	0.7900789551
Coefficient of variation (CV)	0.05114636161
Kurtosis	12.24203024
Mean	15.44741268
Median Absolute Deviation (MAD)	0.4730396845
Skewness	-1.081369273
Sum	996126.4069
Variance	0.6242247553
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.81395268	2	< 0.1%
14.8936167	2	< 0.1%
15.25483313	2	< 0.1%
15.45454552	2	< 0.1%
15.62500006	2	< 0.1%
15.00000074	2	< 0.1%
15.55555467	2	< 0.1%
16.11049643	2	< 0.1%
15.73811603	1	< 0.1%
15.6250007	1	< 0.1%
Other values (64467)	64467	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.459061828e-07	1	< 0.1%
-1.358143604e-07	1	< 0.1%
-1.148413199e-07	1	< 0.1%
4.667929561e-07	1	< 0.1%
6.122448437	1	< 0.1%

Value	Count	Frequency (%)
20.00000092	1	< 0.1%
20.00000067	1	< 0.1%
20.00000016	1	< 0.1%
19.99999994	1	< 0.1%
19.99999972	1	< 0.1%

v12
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	114233
Distinct (%)	> 99.9%
Missing	86
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%

Mean	6.881304438
Minimum	5.143223891e-07
Maximum	18.71055039
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	5.143223891e-07
5-th percentile	6.06243864
Q1	6.322470982
median	6.61296881
Q3	7.019982794
95-th percentile	9.03519308
Maximum	18.71055039
Range	18.71054988
Interquartile range (IQR)	0.6975118122

Descriptive statistics

Standard deviation	0.9244945405
Coefficient of variation (CV)	0.1343487342
Kurtosis	4.80480469
Mean	6.881304438
Median Absolute Deviation (MAD)	0.3229689619
Skewness	2.003635883
Sum	786085.8124
Variance	0.8546901554
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.146681969	2	< 0.1%
6.437953777	2	< 0.1%
6.59991194	1	< 0.1%
6.235212615	1	< 0.1%
6.38938043	1	< 0.1%
6.354805352	1	< 0.1%
6.933026809	1	< 0.1%
6.906264705	1	< 0.1%
6.474784025	1	< 0.1%
8.865262295	1	< 0.1%
Other values (114223)	114223	99.9%
(Missing)	86	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.143223891e-07	1	< 0.1%
1.511069515	1	< 0.1%
1.536284154	1	< 0.1%
1.558714566	1	< 0.1%
1.558987921	1	< 0.1%

Value	Count	Frequency (%)
18.71055039	1	< 0.1%
16.30333163	1	< 0.1%
15.23559098	1	< 0.1%
13.58733654	1	< 0.1%
11.74228336	1	< 0.1%

v13
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64488
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	3.798396302
Minimum	-8.464888788e-07
Maximum	20.00000091
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-8.464888788e-07
5-th percentile	2.414527442
Q1	3.067998177
median	3.591080938
Q3	4.289485593
95-th percentile	5.748650577
Maximum	20.00000091
Range	20.00000175
Interquartile range (IQR)	1.221487415

Descriptive statistics

Standard deviation	1.175892174
Coefficient of variation (CV)	0.3095759579
Kurtosis	12.04171671
Mean	3.798396302
Median Absolute Deviation (MAD)	0.5915179365
Skewness	2.268719306
Sum	244954.7791
Variance	1.382722405
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.479713646	2	< 0.1%
4.733607878	1	< 0.1%
6.894475699	1	< 0.1%
4.276075279	1	< 0.1%
4.114884666	1	< 0.1%
4.635509658	1	< 0.1%
4.715847144	1	< 0.1%
3.3134568	1	< 0.1%
4.361253142	1	< 0.1%
3.906956508	1	< 0.1%
Other values (64478)	64478	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-8.464888788e-07	1	< 0.1%
-7.100968154e-07	1	< 0.1%
-6.112987166e-07	1	< 0.1%
-4.751722571e-07	1	< 0.1%
-2.625589918e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000091	1	< 0.1%
19.99999942	1	< 0.1%
19.99999926	1	< 0.1%
17.45148818	1	< 0.1%
16.88338913	1	< 0.1%

v14
Real number (ℝ)

Distinct	110472
Distinct (%)	96.6%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%

Mean	12.09427889
Minimum	-9.73883147e-07
Maximum	19.99999961
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.73883147e-07
5-th percentile	10.07923444
Q1	11.25601729
median	11.96782546
Q3	12.71577426
95-th percentile	14.87680277
Maximum	19.99999961
Range	20.00000059
Interquartile range (IQR)	1.459756974

Descriptive statistics

Standard deviation	1.443946595
Coefficient of variation (CV)	0.1193908796
Kurtosis	3.70986505
Mean	12.09427889
Median Absolute Deviation (MAD)	0.7289956405
Skewness	0.01547996865
Sum	1382581.679
Variance	2.084981768
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.14860549	5	< 0.1%
11.63638543	4	< 0.1%
11.63638682	4	< 0.1%
11.63638612	4	< 0.1%
11.63638607	4	< 0.1%
11.6363869	4	< 0.1%
11.63638523	4	< 0.1%
11.63638704	4	< 0.1%
11.63638641	4	< 0.1%
11.63638689	4	< 0.1%
Other values (110462)	114276	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.73883147e-07	1	< 0.1%
-9.714931506e-07	1	< 0.1%
-9.003970639e-07	1	< 0.1%
-8.871415328e-07	1	< 0.1%
-8.644140423e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999961	1	< 0.1%
19.23701802	1	< 0.1%
18.88590577	1	< 0.1%
18.07938476	1	< 0.1%
18.06388314	1	< 0.1%

v15
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64481
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.080910682
Minimum	-8.830426652e-07
Maximum	19.99999902
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-8.830426652e-07
5-th percentile	1.120619748
Q1	1.611418789
median	1.992031191
Q3	2.41867633
95-th percentile	3.354297701
Maximum	19.99999902
Range	19.9999999
Interquartile range (IQR)	0.8072575408

Descriptive statistics

Standard deviation	0.7329165963
Coefficient of variation (CV)	0.3522095411
Kurtosis	13.02485921
Mean	2.080910682
Median Absolute Deviation (MAD)	0.4015858248
Skewness	1.760892847
Sum	134187.5253
Variance	0.5371667372
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.893938966	2	< 0.1%
2.210778216	2	< 0.1%
1.835452958	2	< 0.1%
1.158870588	2	< 0.1%
2.393188037	1	< 0.1%
1.453488245	1	< 0.1%
3.418630587	1	< 0.1%
3.138731784	1	< 0.1%
2.795298849	1	< 0.1%
2.831715093	1	< 0.1%
Other values (64471)	64471	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-8.830426652e-07	1	< 0.1%
-8.762582959e-07	1	< 0.1%
-8.438746138e-07	1	< 0.1%
-7.437657401e-07	1	< 0.1%
-6.937841846e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999902	1	< 0.1%
12.11503705	1	< 0.1%
11.74812122	1	< 0.1%
11.7481205	1	< 0.1%
11.7481203	1	< 0.1%

v16
Real number (ℝ)

MISSING

Distinct	64414
Distinct (%)	> 99.9%
Missing	49895
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	4.923222429
Minimum	-9.978294167e-07
Maximum	20.00000094
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.978294167e-07
5-th percentile	2.090420593
Q1	3.864734533
median	4.932126796
Q3	5.957447683
95-th percentile	7.666666357
Maximum	20.00000094
Range	20.00000194
Interquartile range (IQR)	2.092713151

Descriptive statistics

Standard deviation	1.791186572
Coefficient of variation (CV)	0.3638240193
Kurtosis	5.361176247
Mean	4.923222429
Median Absolute Deviation (MAD)	1.047255356
Skewness	0.694083162
Sum	317183.5282
Variance	3.208349335
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.333333822	2	< 0.1%
5.000000483	2	< 0.1%
5.263158615	2	< 0.1%
3.333332856	2	< 0.1%
4.999999612	2	< 0.1%
6.666666634	2	< 0.1%
10.0000009	2	< 0.1%
6.666667577	2	< 0.1%
5.199999142	2	< 0.1%
5.000000947	2	< 0.1%
Other values (64404)	64406	56.3%
(Missing)	49895	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.978294167e-07	1	< 0.1%
-9.977768951e-07	1	< 0.1%
-9.976916829e-07	1	< 0.1%
-9.930202387e-07	1	< 0.1%
-9.911444268e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000094	1	< 0.1%
20.00000088	1	< 0.1%
20.00000088	1	< 0.1%
20.00000082	1	< 0.1%
20.00000082	1	< 0.1%

v17
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64525
Distinct (%)	100.0%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	3.832270413
Minimum	-9.066455398e-07
Maximum	19.99999922
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.066455398e-07
5-th percentile	1.370528447
Q1	2.699122442
median	3.554266831
Q3	4.512220597
95-th percentile	7.262991793
Maximum	19.99999922
Range	20.00000013
Interquartile range (IQR)	1.813098155

Descriptive statistics

Standard deviation	1.911503977
Coefficient of variation (CV)	0.498791518
Kurtosis	7.052362379
Mean	3.832270413
Median Absolute Deviation (MAD)	0.8981303783
Skewness	1.903218824
Sum	247277.2484
Variance	3.653847453
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.750072371	1	< 0.1%
3.130900228	1	< 0.1%
3.456486321	1	< 0.1%
10.23800765	1	< 0.1%
5.100542259	1	< 0.1%
0.8980562734	1	< 0.1%
3.841357948	1	< 0.1%
2.714907724	1	< 0.1%
2.492053966	1	< 0.1%
4.442292056	1	< 0.1%
Other values (64515)	64515	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.066455398e-07	1	< 0.1%
-6.868650884e-07	1	< 0.1%
-1.316456868e-07	1	< 0.1%
2.045339516e-07	1	< 0.1%
0.2779868708	1	< 0.1%

Value	Count	Frequency (%)
19.99999922	1	< 0.1%
19.9999991	1	< 0.1%
19.72100535	1	< 0.1%
19.72100379	1	< 0.1%
19.44958141	1	< 0.1%

v18
Real number (ℝ_≥0)

MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	0.8410454854
Minimum	4.475469792e-07
Maximum	20.00000092
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	4.475469792e-07
5-th percentile	0.1279237365
Q1	0.5095767258
median	0.7739062613
Q3	1.071453237
95-th percentile	1.696940247
Maximum	20.00000092
Range	20.00000047
Interquartile range (IQR)	0.5618765112

Descriptive statistics

Standard deviation	0.6162761702
Coefficient of variation (CV)	0.7327501079
Kurtosis	134.4362049
Mean	0.8410454854
Median Absolute Deviation (MAD)	0.2812918304
Skewness	6.569345973
Sum	54238.18231
Variance	0.3797963179
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8035906784	1	< 0.1%
0.2367652588	1	< 0.1%
0.763304646	1	< 0.1%
0.4996825407	1	< 0.1%
0.4523293018	1	< 0.1%
1.543571895	1	< 0.1%
0.7456360901	1	< 0.1%
0.7110044586	1	< 0.1%
1.995193846	1	< 0.1%
1.328009392	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.475469792e-07	1	< 0.1%
5.46829081e-07	1	< 0.1%
8.387161158e-07	1	< 0.1%
9.220149071e-07	1	< 0.1%
0.0007063073623	1	< 0.1%

Value	Count	Frequency (%)
20.00000092	1	< 0.1%
20.00000039	1	< 0.1%
20.00000027	1	< 0.1%
20.00000013	1	< 0.1%
20.0000001	1	< 0.1%

v19
Real number (ℝ)

MISSING
SKEWED

Distinct	64478
Distinct (%)	100.0%
Missing	49843
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	0.222300478
Minimum	-5.178986591e-07
Maximum	20.00000077
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-5.178986591e-07
5-th percentile	0.1472924069
Q1	0.1739153869
median	0.1986553652
Q3	0.2386316162
95-th percentile	0.3653111955
Maximum	20.00000077
Range	20.00000129
Interquartile range (IQR)	0.06471622928

Descriptive statistics

Standard deviation	0.1713459128
Coefficient of variation (CV)	0.7707851751
Kurtosis	8448.404449
Mean	0.222300478
Median Absolute Deviation (MAD)	0.02964244436
Skewness	76.28691905
Sum	14333.49022
Variance	0.02935942185
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1621676432	1	< 0.1%
0.2136150864	1	< 0.1%
0.1929419923	1	< 0.1%
0.1830981301	1	< 0.1%
0.3356290841	1	< 0.1%
0.3079690115	1	< 0.1%
0.2458588499	1	< 0.1%
0.3079448806	1	< 0.1%
0.1753288487	1	< 0.1%
0.238826243	1	< 0.1%
Other values (64468)	64468	56.4%
(Missing)	49843	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-5.178986591e-07	1	< 0.1%
-3.064318376e-07	1	< 0.1%
4.041601168e-07	1	< 0.1%
0.02373551444	1	< 0.1%
0.07120425166	1	< 0.1%

Value	Count	Frequency (%)
20.00000077	1	< 0.1%
20.00000035	1	< 0.1%
19.9999997	1	< 0.1%
10.08000847	1	< 0.1%
3.407836803	1	< 0.1%

v20
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	64469
Distinct (%)	> 99.9%
Missing	49840
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	17.77359224
Minimum	1.516776423
Maximum	20.00000099
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	1.516776423
5-th percentile	15.60611041
Q1	17.33070268
median	18.0365852
Q3	18.54263131
95-th percentile	19.03544653
Maximum	20.00000099
Range	18.48322457
Interquartile range (IQR)	1.211928633

Descriptive statistics

Standard deviation	1.15500227
Coefficient of variation (CV)	0.06498417732
Kurtosis	8.685141044
Mean	17.77359224
Median Absolute Deviation (MAD)	0.5759455744
Skewness	-2.097033706
Sum	1146059.001
Variance	1.334030243
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.67139395	2	< 0.1%
18.17596178	2	< 0.1%
18.50105811	2	< 0.1%
17.36166047	2	< 0.1%
19.16426618	2	< 0.1%
18.37640636	2	< 0.1%
18.53862427	2	< 0.1%
18.60136134	2	< 0.1%
16.70086957	2	< 0.1%
17.60410296	2	< 0.1%
Other values (64459)	64461	56.4%
(Missing)	49840	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.516776423	1	< 0.1%
3.273921065	1	< 0.1%
5.359170903	1	< 0.1%
5.88436422	1	< 0.1%
5.884364243	1	< 0.1%

Value	Count	Frequency (%)
20.00000099	1	< 0.1%
20.00000094	1	< 0.1%
20.00000091	1	< 0.1%
20.00000084	1	< 0.1%
20.00000084	1	< 0.1%

v21
Real number (ℝ_≥0)

Distinct	113709
Distinct (%)	> 99.9%
Missing	611
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%

Mean	7.029740215
Minimum	0.1061805869
Maximum	19.29605196
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0.1061805869
5-th percentile	5.254129433
Q1	6.415534721
median	7.045416366
Q3	7.670577316
95-th percentile	8.724234368
Maximum	19.29605196
Range	19.18987137
Interquartile range (IQR)	1.255042595

Descriptive statistics

Standard deviation	1.072271061
Coefficient of variation (CV)	0.1525335259
Kurtosis	2.289636675
Mean	7.029740215
Median Absolute Deviation (MAD)	0.6282453578
Skewness	-0.1611094516
Sum	799351.7598
Variance	1.149765229
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.497414311	2	< 0.1%
6.975136415	1	< 0.1%
6.387406571	1	< 0.1%
6.897595072	1	< 0.1%
7.311908082	1	< 0.1%
5.073514022	1	< 0.1%
5.09675089	1	< 0.1%
8.167545941	1	< 0.1%
7.072368169	1	< 0.1%
6.984595079	1	< 0.1%
Other values (113699)	113699	99.5%
(Missing)	611	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1061805869	1	< 0.1%
0.1177680282	1	< 0.1%
0.2799718608	1	< 0.1%
0.5113149069	1	< 0.1%
0.7496862248	1	< 0.1%

Value	Count	Frequency (%)
19.29605196	1	< 0.1%
17.3103236	1	< 0.1%
16.18903899	1	< 0.1%
16.13223801	1	< 0.1%
15.97790334	1	< 0.1%

v22
Categorical

HIGH CARDINALITY

Distinct	18210
Distinct (%)	16.0%
Missing	500
Missing (%)	0.4%
Memory size	893.1 KiB

AGDF	2386
YGJ	2119
QKI	668
PWR	649
HZE	423
Other values (18205)	107576

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
AGDF	2386	2.1%
YGJ	2119	1.9%
QKI	668	0.6%
PWR	649	0.6%
HZE	423	0.4%
MNZ	382	0.3%
PTO	350	0.3%
ROZ	344	0.3%
YOD	303	0.3%
GBS	299	0.3%
Other values (18200)	105898	92.6%
(Missing)	500	0.4%

Frequencies of value counts

Unique

Unique	7239 ?
Unique (%)	6.4%

Histogram of lengths of the category

Length

Max length	4
Median length	3
Mean length	3.158483568
Min length	1

v23
Real number (ℝ)

MISSING

Distinct	63638
Distinct (%)	> 99.9%
Missing	50675
Missing (%)	44.3%
Infinite	0
Infinite (%)	0.0%

Mean	1.09308842
Minimum	-9.999931989e-07
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.999931989e-07
5-th percentile	-8.82761117e-07
Q1	-4.093460827e-07
median	1.845672247e-07
Q3	7.80995437e-07
95-th percentile	10.9501007
Maximum	20.000001
Range	20.000002
Interquartile range (IQR)	1.19034152e-06

Descriptive statistics

Standard deviation	4.003695378
Coefficient of variation (CV)	3.66273698
Kurtosis	13.80136482
Mean	1.09308842
Median Absolute Deviation (MAD)	5.949728043e-07
Skewness	3.864157592
Sum	69570.70557
Variance	16.02957668
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.00000006	2	< 0.1%
19.99999932	2	< 0.1%
20.0000005	2	< 0.1%
20.00000094	2	< 0.1%
20.00000093	2	< 0.1%
20.00000051	2	< 0.1%
19.99999932	2	< 0.1%
20.00000032	2	< 0.1%
2.575160122e-07	1	< 0.1%
-9.052860468e-07	1	< 0.1%
Other values (63628)	63628	55.7%
(Missing)	50675	44.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.999931989e-07	1	< 0.1%
-9.999920364e-07	1	< 0.1%
-9.999312773e-07	1	< 0.1%
-9.999268269e-07	1	< 0.1%
-9.99921475e-07	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.000001	1	< 0.1%
20.000001	1	< 0.1%
20.000001	1	< 0.1%
20.00000099	1	< 0.1%

v24
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	893.1 KiB

E	55177
D	26333
C	20872
B	8150
A	3789

Frequencies
Length

Value	Count	Frequency (%)
E	55177	48.3%
D	26333	23.0%
C	20872	18.3%
B	8150	7.1%
A	3789	3.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

v25
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	65679
Distinct (%)	> 99.9%
Missing	48619
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	1.698128793
Minimum	0.04104324245
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0.04104324245
5-th percentile	0.06237803996
Q1	0.1496663239
median	0.4723070845
Q3	1.947267751
95-th percentile	7.63870139
Maximum	20.000001
Range	19.95895776
Interquartile range (IQR)	1.797601427

Descriptive statistics

Standard deviation	2.95685403
Coefficient of variation (CV)	1.741242503
Kurtosis	13.56984775
Mean	1.698128793
Median Absolute Deviation (MAD)	0.3722733986
Skewness	3.338731369
Sum	111570.4579
Variance	8.742985754
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.62558237	2	< 0.1%
11.26214307	2	< 0.1%
7.437821451	2	< 0.1%
19.62558355	2	< 0.1%
9.023683796	2	< 0.1%
10.79221768	2	< 0.1%
14.35896674	2	< 0.1%
6.733175328	2	< 0.1%
19.6255832	2	< 0.1%
19.62558289	2	< 0.1%
Other values (65669)	65682	57.5%
(Missing)	48619	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.04104324245	1	< 0.1%
0.04104421545	1	< 0.1%
0.04306314604	1	< 0.1%
0.04306328286	1	< 0.1%
0.04410505405	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.000001	1	< 0.1%
20.00000097	1	< 0.1%
20.00000097	1	< 0.1%
20.00000097	1	< 0.1%

v26
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.876030604
Minimum	-9.346696084e-07
Maximum	19.99999967
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.346696084e-07
5-th percentile	1.084189198
Q1	1.510200787
median	1.8262766
Q3	2.181855486
95-th percentile	2.830036323
Maximum	19.99999967
Range	20.00000061
Interquartile range (IQR)	0.6716546994

Descriptive statistics

Standard deviation	0.551195701
Coefficient of variation (CV)	0.2938095465
Kurtosis	23.30740187
Mean	1.876030604
Median Absolute Deviation (MAD)	0.3324842669
Skewness	1.462175854
Sum	120983.3376
Variance	0.3038167008
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.025069289	1	< 0.1%
1.776305139	1	< 0.1%
1.707808824	1	< 0.1%
2.339388406	1	< 0.1%
2.376867597	1	< 0.1%
2.080288427	1	< 0.1%
1.57053919	1	< 0.1%
1.580460484	1	< 0.1%
1.986110452	1	< 0.1%
1.168807927	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.346696084e-07	1	< 0.1%
-7.545437826e-07	1	< 0.1%
-7.4987507e-07	1	< 0.1%
-6.083659838e-07	1	< 0.1%
-5.804220085e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999967	1	< 0.1%
12.22222252	1	< 0.1%
9.196672622	1	< 0.1%
9.196672181	1	< 0.1%
9.166665815	1	< 0.1%

v27
Real number (ℝ)

MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.743454037
Minimum	-9.915985826e-07
Maximum	20.00000029
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.915985826e-07
5-th percentile	1.50904022
Q1	2.196970356
median	2.673321397
Q3	3.224367527
95-th percentile	4.196294783
Maximum	20.00000029
Range	20.00000128
Interquartile range (IQR)	1.027397171

Descriptive statistics

Standard deviation	0.8343556247
Coefficient of variation (CV)	0.3041259717
Kurtosis	4.766115601
Mean	2.743454037
Median Absolute Deviation (MAD)	0.5101079852
Skewness	0.7884293247
Sum	176922.6074
Variance	0.6961493085
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.826183464	1	< 0.1%
2.617220265	1	< 0.1%
1.768518768	1	< 0.1%
4.160205911	1	< 0.1%
2.432432797	1	< 0.1%
4.350614593	1	< 0.1%
2.160325359	1	< 0.1%
2.744062483	1	< 0.1%
3.140312086	1	< 0.1%
2.11473481	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.915985826e-07	1	< 0.1%
-7.575525947e-07	1	< 0.1%
-7.203914336e-07	1	< 0.1%
-5.742057619e-07	1	< 0.1%
-8.819314922e-08	1	< 0.1%

Value	Count	Frequency (%)
20.00000029	1	< 0.1%
11.11111169	1	< 0.1%
11.11111144	1	< 0.1%
11.11111059	1	< 0.1%
11.11111056	1	< 0.1%

v28
Real number (ℝ)

MISSING

Distinct	64482
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	5.09332802
Minimum	-6.960880176e-07
Maximum	19.84819421
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-6.960880176e-07
5-th percentile	0.7846912963
Q1	3.49155348
median	5.04383134
Q3	6.57472707
95-th percentile	9.741287834
Maximum	19.84819421
Range	19.84819491
Interquartile range (IQR)	3.08317359

Descriptive statistics

Standard deviation	2.677940049
Coefficient of variation (CV)	0.5257741182
Kurtosis	0.9280934297
Mean	5.09332802
Median Absolute Deviation (MAD)	1.539448564
Skewness	0.5320162725
Sum	328463.6307
Variance	7.171362905
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.420782069	2	< 0.1%
2.441735608	2	< 0.1%
6.495617125	2	< 0.1%
10.70557966	2	< 0.1%
5.503527802	2	< 0.1%
5.747274335	2	< 0.1%
4.417362115	2	< 0.1%
5.993157878	1	< 0.1%
8.398545494	1	< 0.1%
3.519349196	1	< 0.1%
Other values (64472)	64472	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6.960880176e-07	1	< 0.1%
-3.285400577e-07	1	< 0.1%
-5.302328145e-08	1	< 0.1%
5.657718593e-07	1	< 0.1%
0.002138319202	1	< 0.1%

Value	Count	Frequency (%)
19.84819421	1	< 0.1%
19.84819392	1	< 0.1%
19.84819351	1	< 0.1%
17.87898322	1	< 0.1%
17.87898322	1	< 0.1%

v29
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64487
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	8.206415961
Minimum	-3.040752683e-07
Maximum	19.99999992
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-3.040752683e-07
5-th percentile	5.969399308
Q1	7.42730998
median	8.296138638
Q3	9.087866982
95-th percentile	10.10343176
Maximum	19.99999992
Range	20.00000022
Interquartile range (IQR)	1.660557001

Descriptive statistics

Standard deviation	1.285432263
Coefficient of variation (CV)	0.1566374736
Kurtosis	0.8285328059
Mean	8.206415961
Median Absolute Deviation (MAD)	0.8273881102
Skewness	-0.3685016203
Sum	529223.5589
Variance	1.652336103
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.942043627	2	< 0.1%
8.56451521	2	< 0.1%
8.329718194	1	< 0.1%
7.568681851	1	< 0.1%
8.434319946	1	< 0.1%
3.845883458	1	< 0.1%
8.888141734	1	< 0.1%
9.561404239	1	< 0.1%
9.340746852	1	< 0.1%
6.1882435	1	< 0.1%
Other values (64477)	64477	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.040752683e-07	1	< 0.1%
-2.330800968e-07	1	< 0.1%
4.163491018e-08	1	< 0.1%
9.570168171e-07	1	< 0.1%
0.8965393529	1	< 0.1%

Value	Count	Frequency (%)
19.99999992	1	< 0.1%
16.29139076	1	< 0.1%
15.73248333	1	< 0.1%
15.58345681	1	< 0.1%
14.00000029	1	< 0.1%

v30
Categorical

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	60110
Missing (%)	52.6%
Memory size	893.1 KiB

C	32178
G	8728
D	5225
E	2973
F	2589
Other values (2)	2518

Frequencies
Length

Value	Count	Frequency (%)
C	32178	28.1%
G	8728	7.6%
D	5225	4.6%
E	2973	2.6%
F	2589	2.3%
A	2313	2.0%
B	205	0.2%
(Missing)	60110	52.6%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	2.051600318
Min length	1

v31
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	3457
Missing (%)	3.0%
Memory size	893.1 KiB

A	88347
B	18947
C	3570

Frequencies
Length

Value	Count	Frequency (%)
A	88347	77.3%
B	18947	16.6%
C	3570	3.1%
(Missing)	3457	3.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	1
Mean length	1.060478827
Min length	1

v32
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64488
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.622150683
Minimum	-9.559960334e-07
Maximum	17.56097514
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.559960334e-07
5-th percentile	0.8694333301
Q1	1.262953983
median	1.557202843
Q3	1.896320804
95-th percentile	2.585956425
Maximum	17.56097514
Range	17.5609761
Interquartile range (IQR)	0.6333668209

Descriptive statistics

Standard deviation	0.5635236735
Coefficient of variation (CV)	0.3473929268
Kurtosis	22.0872824
Mean	1.622150683
Median Absolute Deviation (MAD)	0.3145181867
Skewness	2.044146441
Sum	104610.8754
Variance	0.3175589306
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.257484754	2	< 0.1%
1.274999873	1	< 0.1%
1.925705617	1	< 0.1%
1.632528574	1	< 0.1%
1.71396651	1	< 0.1%
1.17263803	1	< 0.1%
1.467390957	1	< 0.1%
0.9334602754	1	< 0.1%
1.405152923	1	< 0.1%
2.233146837	1	< 0.1%
Other values (64478)	64478	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.559960334e-07	1	< 0.1%
-9.548140827e-07	1	< 0.1%
-8.575604993e-07	1	< 0.1%
-8.48289586e-07	1	< 0.1%
-8.354484291e-07	1	< 0.1%

Value	Count	Frequency (%)
17.56097514	1	< 0.1%
13.27178772	1	< 0.1%
11.0066225	1	< 0.1%
10.34482808	1	< 0.1%
10.34482779	1	< 0.1%

v33
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.16163298
Minimum	-9.71310804e-07
Maximum	20.0000002
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.71310804e-07
5-th percentile	0.9757349179
Q1	1.47009595
median	1.946169438
Q3	2.632911207
95-th percentile	4.108434038
Maximum	20.0000002
Range	20.00000117
Interquartile range (IQR)	1.162815257

Descriptive statistics

Standard deviation	0.9848598419
Coefficient of variation (CV)	0.4556091858
Kurtosis	3.613389828
Mean	2.16163298
Median Absolute Deviation (MAD)	0.5526006546
Skewness	1.31215366
Sum	139401.5492
Variance	0.9699489082
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.075028502	1	< 0.1%
1.300812482	1	< 0.1%
1.495215423	1	< 0.1%
2.91961843	1	< 0.1%
2.852635783	1	< 0.1%
2.070393835	1	< 0.1%
1.914109861	1	< 0.1%
4.029850052	1	< 0.1%
2.871794433	1	< 0.1%
1.254901902	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.71310804e-07	1	< 0.1%
-9.698838308e-07	1	< 0.1%
-9.671086053e-07	1	< 0.1%
-9.615693532e-07	1	< 0.1%
-9.465149308e-07	1	< 0.1%

Value	Count	Frequency (%)
20.0000002	1	< 0.1%
9.182243466	1	< 0.1%
8.169839399	1	< 0.1%
8.164706793	1	< 0.1%
8.164706345	1	< 0.1%

v34
Real number (ℝ)

HIGH CORRELATION

Distinct	114209
Distinct (%)	> 99.9%
Missing	111
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%

Mean	6.406235589
Minimum	-6.707669798e-07
Maximum	20.00000081
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-6.707669798e-07
5-th percentile	2.829871584
Q1	5.054164928
median	6.537069109
Q3	7.702703295
95-th percentile	9.819489124
Maximum	20.00000081
Range	20.00000149
Interquartile range (IQR)	2.648538368

Descriptive statistics

Standard deviation	2.02517882
Coefficient of variation (CV)	0.3161261855
Kurtosis	-0.2502077665
Mean	6.406235589
Median Absolute Deviation (MAD)	1.303318091
Skewness	-0.0759643593
Sum	731656.1666
Variance	4.101349254
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.73035185	2	< 0.1%
7.055417022	1	< 0.1%
8.403682566	1	< 0.1%
4.83886647	1	< 0.1%
5.458464727	1	< 0.1%
8.958781883	1	< 0.1%
5.67498826	1	< 0.1%
3.466252701	1	< 0.1%
7.78646904	1	< 0.1%
4.788532241	1	< 0.1%
Other values (114199)	114199	99.9%
(Missing)	111	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6.707669798e-07	1	< 0.1%
0.7714920265	1	< 0.1%
0.7799017912	1	< 0.1%
0.7954875896	1	< 0.1%
0.8904320549	1	< 0.1%

Value	Count	Frequency (%)
20.00000081	1	< 0.1%
16.32902949	1	< 0.1%
15.52698997	1	< 0.1%
15.04865854	1	< 0.1%
13.31692095	1	< 0.1%

v35
Real number (ℝ)

MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	8.122386808
Minimum	-9.958326504e-07
Maximum	20.00000009
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.958326504e-07
5-th percentile	6.046282404
Q1	7.253885073
median	8.068505914
Q3	8.93635875
95-th percentile	10.37620184
Maximum	20.00000009
Range	20.00000108
Interquartile range (IQR)	1.682473677

Descriptive statistics

Standard deviation	1.339802365
Coefficient of variation (CV)	0.164951805
Kurtosis	1.225982446
Mean	8.122386808
Median Absolute Deviation (MAD)	0.8386622953
Skewness	0.2239355286
Sum	523804.6028
Variance	1.795070377
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.985028221	1	< 0.1%
8.654484956	1	< 0.1%
6.954794057	1	< 0.1%
7.725788291	1	< 0.1%
9.748160064	1	< 0.1%
8.729641822	1	< 0.1%
9.177792856	1	< 0.1%
7.56756763	1	< 0.1%
10.65923844	1	< 0.1%
8.793566058	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.958326504e-07	1	< 0.1%
-9.73148892e-07	1	< 0.1%
-8.744889313e-07	1	< 0.1%
-8.105175537e-07	1	< 0.1%
-7.023701436e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000009	1	< 0.1%
19.9999992	1	< 0.1%
16.36363677	1	< 0.1%
16.36363563	1	< 0.1%
15.68530085	1	< 0.1%

v36
Real number (ℝ)

MISSING

Distinct	65609
Distinct (%)	99.9%
Missing	48624
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	13.37559772
Minimum	-4.906627731e-07
Maximum	20.00000021
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-4.906627731e-07
5-th percentile	9.161214033
Q1	11.76680641
median	13.7656165
Q3	15.32152941
95-th percentile	16.39494736
Maximum	20.00000021
Range	20.0000007
Interquartile range (IQR)	3.554722999

Descriptive statistics

Standard deviation	2.355630786
Coefficient of variation (CV)	0.1761140575
Kurtosis	0.1764291672
Mean	13.37559772
Median Absolute Deviation (MAD)	1.725164053
Skewness	-0.7187676337
Sum	878736.6433
Variance	5.5489964
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.84949356	2	< 0.1%
14.66816785	2	< 0.1%
16.41648002	2	< 0.1%
12.00475937	2	< 0.1%
10.52944694	2	< 0.1%
11.67162355	2	< 0.1%
14.64804301	2	< 0.1%
15.28180511	2	< 0.1%
16.12267035	2	< 0.1%
11.83819086	2	< 0.1%
Other values (65599)	65677	57.4%
(Missing)	48624	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-4.906627731e-07	1	< 0.1%
-2.599239418e-07	1	< 0.1%
1.479568847e-07	1	< 0.1%
6.673649725e-07	1	< 0.1%
1.677571937	1	< 0.1%

Value	Count	Frequency (%)
20.00000021	1	< 0.1%
20.00000005	1	< 0.1%
19.99999997	1	< 0.1%
19.99999989	1	< 0.1%
19.99999969	1	< 0.1%

v37
Real number (ℝ)

MISSING

Distinct	64474
Distinct (%)	> 99.9%
Missing	49843
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	0.7414708467
Minimum	-9.999498153e-07
Maximum	20.00000036
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.999498153e-07
5-th percentile	8.064821378e-07
Q1	0.4040412696
median	0.6428564778
Q3	0.9482752201
95-th percentile	1.739131301
Maximum	20.00000036
Range	20.00000135
Interquartile range (IQR)	0.5442339505

Descriptive statistics

Standard deviation	0.5413722909
Coefficient of variation (CV)	0.7301329423
Kurtosis	79.28823414
Mean	0.7414708467
Median Absolute Deviation (MAD)	0.2631091218
Skewness	3.661396369
Sum	47808.55725
Variance	0.2930839574
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.244813599	2	< 0.1%
0.7692304734	2	< 0.1%
1.000000675	2	< 0.1%
1.176469995	2	< 0.1%
0.6936407035	1	< 0.1%
0.6232295875	1	< 0.1%
0.4034589721	1	< 0.1%
1.256545311	1	< 0.1%
0.9716599646	1	< 0.1%
1.276595263	1	< 0.1%
Other values (64464)	64464	56.4%
(Missing)	49843	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.999498153e-07	1	< 0.1%
-9.983354554e-07	1	< 0.1%
-9.974153569e-07	1	< 0.1%
-9.972710157e-07	1	< 0.1%
-9.954555318e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000036	1	< 0.1%
19.9999995	1	< 0.1%
19.99999937	1	< 0.1%
6.666666594	1	< 0.1%
6.666666349	1	< 0.1%

v38
Real number (ℝ_≥0)

ZEROS

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.09092817593
Minimum	0
Maximum	12
Zeros	109724
Zeros (%)	96.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5834776176
Coefficient of variation (CV)	6.416906659
Kurtosis	123.4042838
Mean	0.09092817593
Median Absolute Deviation (MAD)	0
Skewness	9.838120807
Sum	10395
Variance	0.3404461303
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	109724	96.0%
1	2143	1.9%
2	1198	1.0%
3	534	0.5%
4	256	0.2%
5	153	0.1%
7	85	0.1%
6	69	0.1%
8	61	0.1%
10	47	< 0.1%
Other values (2)	51	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	109724	96.0%
1	2143	1.9%
2	1198	1.0%
3	534	0.5%
4	256	0.2%

Value	Count	Frequency (%)
12	13	< 0.1%
10	47	< 0.1%
9	38	< 0.1%
8	61	0.1%
7	85	0.1%

v39
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64484
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.237183756
Minimum	-9.999742232e-07
Maximum	19.91552629
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.999742232e-07
5-th percentile	2.029635013e-07
Q1	0.125264068
median	0.378418331
Q3	1.192829992
95-th percentile	5.534777463
Maximum	19.91552629
Range	19.91552729
Interquartile range (IQR)	1.067565924

Descriptive statistics

Standard deviation	2.358154704
Coefficient of variation (CV)	1.906066656
Kurtosis	17.17029614
Mean	1.237183756
Median Absolute Deviation (MAD)	0.3173995942
Skewness	3.803837824
Sum	79779.79451
Variance	5.560893609
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.165919057	2	< 0.1%
0.1381057319	1	< 0.1%
0.7093975548	1	< 0.1%
5.524761457	1	< 0.1%
0.3413106585	1	< 0.1%
0.3559481451	1	< 0.1%
0.02714813575	1	< 0.1%
0.1854157445	1	< 0.1%
-9.990983068e-07	1	< 0.1%
1.009576216	1	< 0.1%
Other values (64474)	64474	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.999742232e-07	1	< 0.1%
-9.999435104e-07	1	< 0.1%
-9.997559662e-07	1	< 0.1%
-9.996097573e-07	1	< 0.1%
-9.995912582e-07	1	< 0.1%

Value	Count	Frequency (%)
19.91552629	1	< 0.1%
19.91552565	1	< 0.1%
19.90951422	1	< 0.1%
19.68242429	1	< 0.1%
19.37035027	1	< 0.1%

v40
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	114192
Distinct (%)	> 99.9%
Missing	111
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%

Mean	10.46592841
Minimum	1.238995959e-07
Maximum	19.99999913
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	1.238995959e-07
5-th percentile	4.834672075
Q1	8.40822005
median	10.33427475
Q3	12.7651758
95-th percentile	15.68884346
Maximum	19.99999913
Range	19.999999
Interquartile range (IQR)	4.356955753

Descriptive statistics

Standard deviation	3.169182665
Coefficient of variation (CV)	0.3028095112
Kurtosis	-0.2963473756
Mean	10.46592841
Median Absolute Deviation (MAD)	2.13081589
Skewness	-0.1420705112
Sum	1195313.683
Variance	10.04371876
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.76246285	2	< 0.1%
11.77772985	2	< 0.1%
13.95195641	2	< 0.1%
10.321974	2	< 0.1%
11.72056943	2	< 0.1%
10.19246155	2	< 0.1%
10.90007883	2	< 0.1%
10.4514869	2	< 0.1%
13.07358451	2	< 0.1%
13.41798755	2	< 0.1%
Other values (114182)	114190	99.9%
(Missing)	111	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.238995959e-07	1	< 0.1%
0.157008347	1	< 0.1%
0.3371671326	1	< 0.1%
0.4999630391	1	< 0.1%
0.6468414777	1	< 0.1%

Value	Count	Frequency (%)
19.99999913	1	< 0.1%
17.88727366	1	< 0.1%
17.79538301	1	< 0.1%
17.7852546	1	< 0.1%
17.77657102	1	< 0.1%

v41
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64488
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	7.182551345
Minimum	-7.272275218e-07
Maximum	19.99999925
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-7.272275218e-07
5-th percentile	5.520987747
Q1	6.542649776
median	7.20302035
Q3	7.827246211
95-th percentile	8.758782619
Maximum	19.99999925
Range	19.99999998
Interquartile range (IQR)	1.284596434

Descriptive statistics

Standard deviation	1.004472471
Coefficient of variation (CV)	0.1398489789
Kurtosis	1.440543869
Mean	7.182551345
Median Absolute Deviation (MAD)	0.6396663046
Skewness	-0.02428816013
Sum	463195.5537
Variance	1.008964945
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.142857186	2	< 0.1%
6.001805293	1	< 0.1%
8.388501569	1	< 0.1%
6.219081467	1	< 0.1%
5.664740776	1	< 0.1%
7.810824409	1	< 0.1%
7.36059413	1	< 0.1%
8.375450954	1	< 0.1%
7.377231684	1	< 0.1%
8.404907877	1	< 0.1%
Other values (64478)	64478	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7.272275218e-07	1	< 0.1%
-4.87390264e-07	1	< 0.1%
-3.40039613e-07	1	< 0.1%
-2.812009219e-07	1	< 0.1%
4.501045962e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999925	1	< 0.1%
13.98089104	1	< 0.1%
12.74534142	1	< 0.1%
12.67973801	1	< 0.1%
12.50000085	1	< 0.1%

v42
Real number (ℝ)

MISSING

Distinct	64472
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	12.9249651
Minimum	-6.206143771e-07
Maximum	19.99999975
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-6.206143771e-07
5-th percentile	11.34020629
Q1	12.34167918
median	12.9343631
Q3	13.49385201
95-th percentile	14.50829464
Maximum	19.99999975
Range	20.00000037
Interquartile range (IQR)	1.152172835

Descriptive statistics

Standard deviation	0.9969760379
Coefficient of variation (CV)	0.07713568512
Kurtosis	3.820756978
Mean	12.9249651
Median Absolute Deviation (MAD)	0.5732528758
Skewness	0.07872885251
Sum	833518.0742
Variance	0.9939612202
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.27272668	2	< 0.1%
15.64202411	2	< 0.1%
13.94468662	2	< 0.1%
11.28103303	2	< 0.1%
13.33333273	2	< 0.1%
12.19254355	2	< 0.1%
11.68224234	2	< 0.1%
11.71320346	2	< 0.1%
13.21095644	2	< 0.1%
11.37751302	2	< 0.1%
Other values (64462)	64469	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6.206143771e-07	1	< 0.1%
-4.442592308e-07	1	< 0.1%
2.916588697e-07	1	< 0.1%
3.87152763e-07	1	< 0.1%
4.444443952	1	< 0.1%

Value	Count	Frequency (%)
19.99999975	1	< 0.1%
19.99999964	1	< 0.1%
19.99999957	1	< 0.1%
19.99999939	1	< 0.1%
19.77247294	1	< 0.1%

v43
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64484
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.21659699
Minimum	-9.724294956e-07
Maximum	20.0000004
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.724294956e-07
5-th percentile	1.311475955
Q1	1.787995541
median	2.152007156
Q3	2.560678671
95-th percentile	3.351648313
Maximum	20.0000004
Range	20.00000138
Interquartile range (IQR)	0.7726831298

Descriptive statistics

Standard deviation	0.6479911733
Coefficient of variation (CV)	0.2923360341
Kurtosis	28.96740047
Mean	2.21659699
Median Absolute Deviation (MAD)	0.3850413958
Skewness	1.808481407
Sum	142937.2569
Variance	0.4198925607
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.165918906	2	< 0.1%
3.505617001	1	< 0.1%
2.735041867	1	< 0.1%
2.507121782	1	< 0.1%
1.699028315	1	< 0.1%
2.206572866	1	< 0.1%
2.347417176	1	< 0.1%
2.072649691	1	< 0.1%
1.522634491	1	< 0.1%
2.254098321	1	< 0.1%
Other values (64474)	64474	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.724294956e-07	1	< 0.1%
-8.799958394e-07	1	< 0.1%
-8.738850504e-07	1	< 0.1%
-7.589414443e-07	1	< 0.1%
-7.015410141e-07	1	< 0.1%

Value	Count	Frequency (%)
20.0000004	1	< 0.1%
19.99999923	1	< 0.1%
19.99999906	1	< 0.1%
10.00000003	1	< 0.1%
9.999999001	1	< 0.1%

v44
Real number (ℝ)

MISSING

Distinct	64520
Distinct (%)	> 99.9%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	10.79516926
Minimum	-9.482211928e-07
Maximum	19.83168125
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.482211928e-07
5-th percentile	7.264158906
Q1	9.575103513
median	10.78200817
Q3	12.02476222
95-th percentile	14.34303629
Maximum	19.83168125
Range	19.83168219
Interquartile range (IQR)	2.449658709

Descriptive statistics

Standard deviation	2.110887212
Coefficient of variation (CV)	0.1955399828
Kurtosis	0.6079123491
Mean	10.79516926
Median Absolute Deviation (MAD)	1.225401472
Skewness	-0.0001674462994
Sum	696558.2967
Variance	4.455844822
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.79390503	2	< 0.1%
12.93856149	2	< 0.1%
10.56724833	2	< 0.1%
12.97754434	2	< 0.1%
10.4261839	2	< 0.1%
10.24573442	1	< 0.1%
12.63844094	1	< 0.1%
11.64887945	1	< 0.1%
12.62647972	1	< 0.1%
8.703826245	1	< 0.1%
Other values (64510)	64510	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.482211928e-07	1	< 0.1%
-9.135508023e-07	1	< 0.1%
-9.44894637e-08	1	< 0.1%
1.397982468e-07	1	< 0.1%
2.966262107	1	< 0.1%

Value	Count	Frequency (%)
19.83168125	1	< 0.1%
18.95876689	1	< 0.1%
18.95876658	1	< 0.1%
18.93594709	1	< 0.1%
18.93594659	1	< 0.1%

v45
Real number (ℝ)

MISSING

Distinct	64486
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	9.142231088
Minimum	-9.202111848e-07
Maximum	20.00000055
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.202111848e-07
5-th percentile	5.734817008
Q1	7.826649841
median	9.156045715
Q3	10.41681327
95-th percentile	12.5337468
Maximum	20.00000055
Range	20.00000147
Interquartile range (IQR)	2.590163433

Descriptive statistics

Standard deviation	2.064508242
Coefficient of variation (CV)	0.225821052
Kurtosis	0.6384616819
Mean	9.142231088
Median Absolute Deviation (MAD)	1.292286356
Skewness	0.0969646994
Sum	589573.3406
Variance	4.26219428
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.27897148	2	< 0.1%
11.01904001	2	< 0.1%
11.58418356	2	< 0.1%
9.337453961	1	< 0.1%
14.18783485	1	< 0.1%
9.726757208	1	< 0.1%
5.091897497	1	< 0.1%
8.653456718	1	< 0.1%
6.925278951	1	< 0.1%
7.744890345	1	< 0.1%
Other values (64476)	64476	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.202111848e-07	1	< 0.1%
-5.5951156e-07	1	< 0.1%
-4.308129031e-07	1	< 0.1%
-4.165050543e-07	1	< 0.1%
-2.660573837e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000055	1	< 0.1%
18.87602314	1	< 0.1%
18.37592686	1	< 0.1%
18.3759265	1	< 0.1%
18.37592545	1	< 0.1%

v46
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	65697
Distinct (%)	> 99.9%
Missing	48619
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	1.630525428
Minimum	0.06934878864
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0.06934878864
5-th percentile	0.09934683463
Q1	0.1237072006
median	0.4402088369
Q3	1.817872007
95-th percentile	8.002230855
Maximum	20.000001
Range	19.93065221
Interquartile range (IQR)	1.694164806

Descriptive statistics

Standard deviation	2.89583149
Coefficient of variation (CV)	1.776011242
Kurtosis	15.22131798
Mean	1.630525428
Median Absolute Deviation (MAD)	0.3345151419
Skewness	3.49357549
Sum	107128.7817
Variance	8.385840019
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.64385056	2	< 0.1%
2.425694528	2	< 0.1%
18.1225177	2	< 0.1%
3.397047406	2	< 0.1%
10.64385015	2	< 0.1%
2.053521995	1	< 0.1%
0.1107295914	1	< 0.1%
1.002325336	1	< 0.1%
0.09896004227	1	< 0.1%
0.5784314091	1	< 0.1%
Other values (65687)	65687	57.5%
(Missing)	48619	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.06934878864	1	< 0.1%
0.06934986515	1	< 0.1%
0.07334355946	1	< 0.1%
0.07356869978	1	< 0.1%
0.07356882365	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.00000099	1	< 0.1%
20.00000097	1	< 0.1%
20.00000097	1	< 0.1%
20.00000097	1	< 0.1%

v47
Categorical

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	893.1 KiB

C	55425
I	39071
E	5301
F	4322
G	3946
Other values (5)	6256

Frequencies
Length

Value	Count	Frequency (%)
C	55425	48.5%
I	39071	34.2%
E	5301	4.6%
F	4322	3.8%
G	3946	3.5%
D	3157	2.8%
J	3010	2.6%
B	50	< 0.1%
A	38	< 0.1%
H	1	< 0.1%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

v48
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64519
Distinct (%)	> 99.9%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	12.53802191
Minimum	-9.924421559e-07
Maximum	19.99999964
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.924421559e-07
5-th percentile	9.042828475
Q1	11.21624745
median	12.41160786
Q3	13.7779823
95-th percentile	16.51266628
Maximum	19.99999964
Range	20.00000063
Interquartile range (IQR)	2.561734845

Descriptive statistics

Standard deviation	2.196164399
Coefficient of variation (CV)	0.1751603574
Kurtosis	0.5078832107
Mean	12.53802191
Median Absolute Deviation (MAD)	1.276706963
Skewness	0.2053896518
Sum	809015.8637
Variance	4.823138066
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.83621731	2	< 0.1%
12.59536818	2	< 0.1%
12.76379019	2	< 0.1%
10.80743954	2	< 0.1%
12.39908692	2	< 0.1%
14.18128725	2	< 0.1%
11.64401102	1	< 0.1%
11.83077309	1	< 0.1%
8.138022189	1	< 0.1%
15.62692928	1	< 0.1%
Other values (64509)	64509	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.924421559e-07	1	< 0.1%
-5.079626983e-07	1	< 0.1%
3.183897972e-08	1	< 0.1%
2.349518953e-07	1	< 0.1%
4.187332616	1	< 0.1%

Value	Count	Frequency (%)
19.99999964	1	< 0.1%
19.97657825	1	< 0.1%
19.97657763	1	< 0.1%
19.97657673	1	< 0.1%
19.89078216	1	< 0.1%

v49
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64487
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	8.016546639
Minimum	-6.697975128e-07
Maximum	19.99999959
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-6.697975128e-07
5-th percentile	6.562150263
Q1	7.472958903
median	8.022771307
Q3	8.558951311
95-th percentile	9.43894324
Maximum	19.99999959
Range	20.00000026
Interquartile range (IQR)	1.085992408

Descriptive statistics

Standard deviation	0.9026804732
Coefficient of variation (CV)	0.1126021607
Kurtosis	2.559530843
Mean	8.016546639
Median Absolute Deviation (MAD)	0.542199875
Skewness	0.03757099269
Sum	516979.0762
Variance	0.8148320367
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.468468429	2	< 0.1%
7.11594834	2	< 0.1%
7.784430841	1	< 0.1%
7.937218989	1	< 0.1%
7.479881189	1	< 0.1%
8.384964262	1	< 0.1%
6.987876754	1	< 0.1%
9.042356296	1	< 0.1%
7.385922098	1	< 0.1%
8.529410987	1	< 0.1%
Other values (64477)	64477	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6.697975128e-07	1	< 0.1%
-6.171345473e-07	1	< 0.1%
-4.939036408e-07	1	< 0.1%
-2.297253615e-07	1	< 0.1%
7.020557029e-08	1	< 0.1%

Value	Count	Frequency (%)
19.99999959	1	< 0.1%
14.23566955	1	< 0.1%
13.39499854	1	< 0.1%
13.36134392	1	< 0.1%
13.23013439	1	< 0.1%

v50
Real number (ℝ)

Distinct	114224
Distinct (%)	> 99.9%
Missing	86
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%

Mean	1.504264885
Minimum	-9.091393053e-07
Maximum	19.99999915
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.091393053e-07
5-th percentile	0.2479647263
Q1	0.6587917994
median	1.211943508
Q3	2.007188573
95-th percentile	3.899934757
Maximum	19.99999915
Range	20.00000005
Interquartile range (IQR)	1.348396774

Descriptive statistics

Standard deviation	1.168329378
Coefficient of variation (CV)	0.7766779571
Kurtosis	4.874720872
Mean	1.504264885
Median Absolute Deviation (MAD)	0.6353157019
Skewness	1.703752376
Sum	171839.6992
Variance	1.364993536
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.367470484	2	< 0.1%
2.187660189	2	< 0.1%
1.969040367	2	< 0.1%
1.455505993	2	< 0.1%
1.119506326	2	< 0.1%
1.696132954	2	< 0.1%
1.148851236	2	< 0.1%
3.384930594	2	< 0.1%
1.333725319	2	< 0.1%
1.649181408	2	< 0.1%
Other values (114214)	114215	99.9%
(Missing)	86	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.091393053e-07	1	< 0.1%
-8.930307717e-07	1	< 0.1%
-8.143866312e-07	1	< 0.1%
-2.588723259e-07	1	< 0.1%
5.601157586e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999915	1	< 0.1%
14.06059726	1	< 0.1%
13.65710547	1	< 0.1%
13.42821563	1	< 0.1%
13.19932504	1	< 0.1%

v51
Real number (ℝ)

MISSING

Distinct	63637
Distinct (%)	> 99.9%
Missing	50678
Missing (%)	44.3%
Infinite	0
Infinite (%)	0.0%

Mean	7.198158998
Minimum	-3.616121872e-07
Maximum	20.00000086
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-3.616121872e-07
5-th percentile	3.01165801
Q1	5.597637896
median	7.134017672
Q3	8.643772014
95-th percentile	11.43374776
Maximum	20.00000086
Range	20.00000122
Interquartile range (IQR)	3.046134118

Descriptive statistics

Standard deviation	2.510384896
Coefficient of variation (CV)	0.3487537434
Kurtosis	1.019304617
Mean	7.198158998
Median Absolute Deviation (MAD)	1.522734667
Skewness	0.4407626811
Sum	458112.4331
Variance	6.302032327
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.341694463	2	< 0.1%
14.82380015	2	< 0.1%
2.341695058	2	< 0.1%
8.436174168	2	< 0.1%
2.34169475	2	< 0.1%
2.34169554	2	< 0.1%
7.425869084	1	< 0.1%
2.341694744	1	< 0.1%
6.251939047	1	< 0.1%
9.071572883	1	< 0.1%
Other values (63627)	63627	55.7%
(Missing)	50678	44.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.616121872e-07	1	< 0.1%
4.897823273e-07	1	< 0.1%
6.456863524e-07	1	< 0.1%
0.4191390382	1	< 0.1%
0.4191391286	1	< 0.1%

Value	Count	Frequency (%)
20.00000086	1	< 0.1%
19.6680775	1	< 0.1%
19.60956584	1	< 0.1%
19.58114225	1	< 0.1%
19.36787615	1	< 0.1%

v52
Categorical

Distinct	12
Distinct (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	893.1 KiB

J	11103
I	10260
F	9806
C	9681
D	9607
Other values (7)	63861

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
J	11103	9.7%
I	10260	9.0%
F	9806	8.6%
C	9681	8.5%
D	9607	8.4%
L	9578	8.4%
G	9419	8.2%
B	9385	8.2%
E	9282	8.1%
K	8949	7.8%
Other values (2)	17248	15.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	1
Mean length	1.000052484
Min length	1

v53
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64469
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	15.71129905
Minimum	-9.838106684e-07
Maximum	20.00000092
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.838106684e-07
5-th percentile	14.35996139
Q1	15.27539737
median	15.77092599
Q3	16.21686703
95-th percentile	16.86567218
Maximum	20.00000092
Range	20.00000191
Interquartile range (IQR)	0.9414696644

Descriptive statistics

Standard deviation	0.7993680065
Coefficient of variation (CV)	0.05087854313
Kurtosis	12.44619509
Mean	15.71129905
Median Absolute Deviation (MAD)	0.4696748092
Skewness	-1.191473117
Sum	1013143.119
Variance	0.6389892099
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.0000009	2	< 0.1%
16.23307874	2	< 0.1%
14.71698208	2	< 0.1%
15.71428475	2	< 0.1%
14.99613925	2	< 0.1%
15.43859577	2	< 0.1%
15.71998176	2	< 0.1%
15.55555474	2	< 0.1%
15.99999996	2	< 0.1%
16.05351197	2	< 0.1%
Other values (64459)	64465	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.838106684e-07	1	< 0.1%
2.251260306e-09	1	< 0.1%
8.008819299e-08	1	< 0.1%
1.184963351e-07	1	< 0.1%
6.842104675	1	< 0.1%

Value	Count	Frequency (%)
20.00000092	1	< 0.1%
20.00000062	1	< 0.1%
20.00000022	1	< 0.1%
20.00000017	1	< 0.1%
20.00000016	1	< 0.1%

v54
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	65694
Distinct (%)	> 99.9%
Missing	48619
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	1.253856264
Minimum	0.01306150246
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0.01306150246
5-th percentile	0.03895004881
Q1	0.09309359861
median	0.3135651697
Q3	1.406019979
95-th percentile	5.109472285
Maximum	20.000001
Range	19.98693949
Interquartile range (IQR)	1.312926381

Descriptive statistics

Standard deviation	2.314476349
Coefficient of variation (CV)	1.845886499
Kurtosis	17.92744944
Mean	1.253856264
Median Absolute Deviation (MAD)	0.2632144285
Skewness	3.756969484
Sum	82380.86425
Variance	5.35680077
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.599864957	2	< 0.1%
14.38144319	2	< 0.1%
1.969404007	2	< 0.1%
14.38144411	2	< 0.1%
14.3814437	2	< 0.1%
14.38144329	2	< 0.1%
14.38144434	2	< 0.1%
14.38144467	2	< 0.1%
0.1398832314	1	< 0.1%
0.07448839884	1	< 0.1%
Other values (65684)	65684	57.5%
(Missing)	48619	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01306150246	1	< 0.1%
0.01391967748	1	< 0.1%
0.01410005311	1	< 0.1%
0.01410117723	1	< 0.1%
0.01416999177	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.00000099	1	< 0.1%
20.00000096	1	< 0.1%
20.00000095	1	< 0.1%
20.00000093	1	< 0.1%

v55
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64488
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.559556203
Minimum	-9.846820059e-07
Maximum	20.00000019
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.846820059e-07
5-th percentile	0.5774792319
Q1	0.9817783291
median	1.370939696
Q3	1.944445226
95-th percentile	3.202181874
Maximum	20.00000019
Range	20.00000118
Interquartile range (IQR)	0.9626668966

Descriptive statistics

Standard deviation	0.834390968
Coefficient of variation (CV)	0.5350182099
Kurtosis	6.541901837
Mean	1.559556203
Median Absolute Deviation (MAD)	0.451659997
Skewness	1.528433847
Sum	100574.22
Variance	0.6962082874
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.359774281	2	< 0.1%
0.9079798422	1	< 0.1%
0.6191952002	1	< 0.1%
1.365885344	1	< 0.1%
1.474424097	1	< 0.1%
1.253107363	1	< 0.1%
1.156110545	1	< 0.1%
1.428571637	1	< 0.1%
1.866783135	1	< 0.1%
1.528811462	1	< 0.1%
Other values (64478)	64478	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.846820059e-07	1	< 0.1%
-9.778140529e-07	1	< 0.1%
-9.63789118e-07	1	< 0.1%
-9.635146059e-07	1	< 0.1%
-9.556221975e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000019	1	< 0.1%
9.497663973	1	< 0.1%
8.869565737	1	< 0.1%
8.055555173	1	< 0.1%
8.05555494	1	< 0.1%

v56
Categorical

HIGH CARDINALITY
MISSING

Distinct	122
Distinct (%)	0.1%
Missing	6882
Missing (%)	6.0%
Memory size	893.1 KiB

BW	11351
DI	10256
AS	8832
BZ	7174
AW	6369
Other values (117)	63457

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
BW	11351	9.9%
DI	10256	9.0%
AS	8832	7.7%
BZ	7174	6.3%
AW	6369	5.6%
DO	5289	4.6%
P	4997	4.4%
DP	4647	4.1%
CY	3830	3.4%
CN	3745	3.3%
Other values (112)	40949	35.8%
(Missing)	6882	6.0%

Frequencies of value counts

Unique

Unique	14 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	3
Median length	2
Mean length	1.95524007
Min length	1

v57
Real number (ℝ)

MISSING

Distinct	64488
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	4.07782753
Minimum	-7.570607181e-07
Maximum	19.99999975
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-7.570607181e-07
5-th percentile	3.029041863
Q1	3.64889245
median	4.067039234
Q3	4.488055005
95-th percentile	5.177714247
Maximum	19.99999975
Range	20.0000005
Interquartile range (IQR)	0.8391625552

Descriptive statistics

Standard deviation	0.6780415034
Coefficient of variation (CV)	0.1662751792
Kurtosis	6.693999451
Mean	4.07782753
Median Absolute Deviation (MAD)	0.4192629751
Skewness	0.4355563917
Sum	262975.0196
Variance	0.4597402803
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.61538441	2	< 0.1%
4.43438835	1	< 0.1%
4.082933714	1	< 0.1%
5.103735018	1	< 0.1%
3.617748227	1	< 0.1%
6.085470395	1	< 0.1%
3.30265936	1	< 0.1%
3.934945665	1	< 0.1%
4.105262403	1	< 0.1%
5.933503535	1	< 0.1%
Other values (64478)	64478	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7.570607181e-07	1	< 0.1%
-6.405399829e-07	1	< 0.1%
-5.432893221e-07	1	< 0.1%
-5.338998668e-07	1	< 0.1%
-4.867979418e-08	1	< 0.1%

Value	Count	Frequency (%)
19.99999975	1	< 0.1%
13.33333365	1	< 0.1%
10.00000061	1	< 0.1%
9.090909884	1	< 0.1%
9.090909646	1	< 0.1%

v58
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64482
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	7.701653093
Minimum	-9.976841402e-07
Maximum	20.00000098
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.976841402e-07
5-th percentile	0.1706163304
Q1	1.499999853
median	5.33055045
Q3	13.96449796
95-th percentile	19.55719629
Maximum	20.00000098
Range	20.00000198
Interquartile range (IQR)	12.4644981

Descriptive statistics

Standard deviation	6.841237733
Coefficient of variation (CV)	0.88828173
Kurtosis	-1.207691521
Mean	7.701653093
Median Absolute Deviation (MAD)	4.634897956
Skewness	0.5422764597
Sum	496641.0997
Variance	46.80253372
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.62049422	2	< 0.1%
17.8456836	2	< 0.1%
16.72176268	2	< 0.1%
2.39028928	1	< 0.1%
3.775168011	1	< 0.1%
15.19386892	1	< 0.1%
13.47873507	1	< 0.1%
17.01935442	1	< 0.1%
1.18518612	1	< 0.1%
16.82539689	1	< 0.1%
Other values (64472)	64472	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.976841402e-07	1	< 0.1%
-9.957157097e-07	1	< 0.1%
-9.932704716e-07	1	< 0.1%
-9.91022391e-07	1	< 0.1%
-9.899020491e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000098	1	< 0.1%
20.00000098	1	< 0.1%
20.00000096	1	< 0.1%
20.00000096	1	< 0.1%
20.00000096	1	< 0.1%

v59
Real number (ℝ)

MISSING

Distinct	64524
Distinct (%)	> 99.9%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	10.58794468
Minimum	-8.803695287e-07
Maximum	19.9999994
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-8.803695287e-07
5-th percentile	7.35810089
Q1	9.055747335
median	10.53510781
Q3	12.03308888
95-th percentile	14.08730807
Maximum	19.9999994
Range	20.00000028
Interquartile range (IQR)	2.977341544

Descriptive statistics

Standard deviation	2.071674295
Coefficient of variation (CV)	0.1956634983
Kurtosis	-0.1943499834
Mean	10.58794468
Median Absolute Deviation (MAD)	1.486841552
Skewness	0.1842265296
Sum	683187.1304
Variance	4.291834386
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.54785524	2	< 0.1%
11.69918308	1	< 0.1%
12.30641435	1	< 0.1%
9.815898625	1	< 0.1%
12.10148155	1	< 0.1%
13.77483043	1	< 0.1%
10.6543904	1	< 0.1%
7.691028672	1	< 0.1%
15.10457353	1	< 0.1%
12.78508909	1	< 0.1%
Other values (64514)	64514	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-8.803695287e-07	1	< 0.1%
-7.496301928e-07	1	< 0.1%
1.619760585e-07	1	< 0.1%
8.597086325e-07	1	< 0.1%
1.676605567	1	< 0.1%

Value	Count	Frequency (%)
19.9999994	1	< 0.1%
19.99999932	1	< 0.1%
19.77385175	1	< 0.1%
19.77385162	1	< 0.1%
19.77385087	1	< 0.1%

v60
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64488
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.714294391
Minimum	-9.970164047e-07
Maximum	20.0000005
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.970164047e-07
5-th percentile	0.9401707034
Q1	1.361525757
median	1.667033449
Q3	2.010533521
95-th percentile	2.644333275
Maximum	20.0000005
Range	20.00000149
Interquartile range (IQR)	0.649007764

Descriptive statistics

Standard deviation	0.5376078502
Coefficient of variation (CV)	0.3136029919
Kurtosis	26.66921339
Mean	1.714294391
Median Absolute Deviation (MAD)	0.3226305787
Skewness	1.541336743
Sum	110553.131
Variance	0.2890222006
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.669966875	2	< 0.1%
3.024364005	1	< 0.1%
1.862685542	1	< 0.1%
1.59203983	1	< 0.1%
1.330830874	1	< 0.1%
2.38124562	1	< 0.1%
1.990515895	1	< 0.1%
2.178337968	1	< 0.1%
2.205293176	1	< 0.1%
1.447150247	1	< 0.1%
Other values (64478)	64478	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.970164047e-07	1	< 0.1%
-8.99109252e-07	1	< 0.1%
-8.732578269e-07	1	< 0.1%
-8.628161472e-07	1	< 0.1%
-6.177076592e-07	1	< 0.1%

Value	Count	Frequency (%)
20.0000005	1	< 0.1%
12.222223	1	< 0.1%
9.166666027	1	< 0.1%
9.151664183	1	< 0.1%
9.151663383	1	< 0.1%

v61
Real number (ℝ)

MISSING

Distinct	64519
Distinct (%)	> 99.9%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	14.58303494
Minimum	-6.113428152e-07
Maximum	18.84696012
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-6.113428152e-07
5-th percentile	10.29627918
Q1	13.60481032
median	15.07589454
Q3	16.10748463
95-th percentile	17.06424234
Maximum	18.84696012
Range	18.84696073
Interquartile range (IQR)	2.502674308

Descriptive statistics

Standard deviation	2.120976295
Coefficient of variation (CV)	0.1454413504
Kurtosis	2.046641075
Mean	14.58303494
Median Absolute Deviation (MAD)	1.18709762
Skewness	-1.312618381
Sum	940970.3297
Variance	4.498540445
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.07102054	2	< 0.1%
15.06112385	2	< 0.1%
14.08895697	2	< 0.1%
16.89812933	2	< 0.1%
15.01731153	2	< 0.1%
15.87988314	2	< 0.1%
13.96597118	1	< 0.1%
12.26838311	1	< 0.1%
15.59353348	1	< 0.1%
10.4833232	1	< 0.1%
Other values (64509)	64509	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6.113428152e-07	1	< 0.1%
-1.88448524e-07	1	< 0.1%
6.98430736e-07	1	< 0.1%
7.075642199e-07	1	< 0.1%
4.221533114	1	< 0.1%

Value	Count	Frequency (%)
18.84696012	1	< 0.1%
18.74187047	1	< 0.1%
18.72516911	1	< 0.1%
18.7251674	1	< 0.1%
18.660043	1	< 0.1%

v62
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.030694273
Minimum	0
Maximum	7
Zeros	20630
Zeros (%)	18.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6962441339
Coefficient of variation (CV)	0.67550985
Kurtosis	3.569366334
Mean	1.030694273
Median Absolute Deviation (MAD)	0
Skewness	1.018386785
Sum	117830
Variance	0.4847558939
Monotocity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	73830	64.6%
0	20630	18.0%
2	16413	14.4%
3	2826	2.5%
4	471	0.4%
5	99	0.1%
6	47	< 0.1%
7	5	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	20630	18.0%
1	73830	64.6%
2	16413	14.4%
3	2826	2.5%
4	471	0.4%

Value	Count	Frequency (%)
7	5	< 0.1%
6	47	< 0.1%
5	99	0.1%
4	471	0.4%
3	2826	2.5%

v63
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	65681
Distinct (%)	> 99.9%
Missing	48619
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	1.68732734
Minimum	0.0530552752
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0.0530552752
5-th percentile	0.09190920722
Q1	0.1424454907
median	0.4608322176
Q3	1.848941018
95-th percentile	8.105637352
Maximum	20.000001
Range	19.94694572
Interquartile range (IQR)	1.706495528

Descriptive statistics

Standard deviation	2.967312908
Coefficient of variation (CV)	1.758587583
Kurtosis	14.10476627
Mean	1.68732734
Median Absolute Deviation (MAD)	0.3526262769
Skewness	3.401294583
Sum	110860.7809
Variance	8.804945894
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.30075587	2	< 0.1%
4.016791305	2	< 0.1%
19.99999996	2	< 0.1%
18.03896923	2	< 0.1%
3.152867944	2	< 0.1%
10.49249311	2	< 0.1%
0.1520370575	2	< 0.1%
1.581175617	2	< 0.1%
19.99999981	2	< 0.1%
20.00000019	2	< 0.1%
Other values (65671)	65682	57.5%
(Missing)	48619	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0530552752	1	< 0.1%
0.05406580122	1	< 0.1%
0.05439857753	1	< 0.1%
0.05464187897	1	< 0.1%
0.05464217925	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.000001	1	< 0.1%
20.00000099	1	< 0.1%
20.00000099	1	< 0.1%
20.00000098	1	< 0.1%

v64
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64524
Distinct (%)	> 99.9%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	6.34371325
Minimum	-8.770837351e-07
Maximum	19.99999901
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-8.770837351e-07
5-th percentile	2.553418692
Q1	4.785218313
median	6.108899703
Q3	7.518159519
95-th percentile	11.00604816
Maximum	19.99999901
Range	19.99999989
Interquartile range (IQR)	2.732941206

Descriptive statistics

Standard deviation	2.525593873
Coefficient of variation (CV)	0.3981254784
Kurtosis	1.806198616
Mean	6.34371325
Median Absolute Deviation (MAD)	1.367288013
Skewness	0.8785097317
Sum	409328.0975
Variance	6.37862441
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.45849152	2	< 0.1%
8.293738709	1	< 0.1%
5.660232181	1	< 0.1%
2.537056967	1	< 0.1%
2.957656859	1	< 0.1%
4.940363626	1	< 0.1%
7.764988076	1	< 0.1%
5.702904731	1	< 0.1%
6.627839876	1	< 0.1%
4.934247028	1	< 0.1%
Other values (64514)	64514	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-8.770837351e-07	1	< 0.1%
-2.981235314e-07	1	< 0.1%
1.397200188e-07	1	< 0.1%
3.000762232e-07	1	< 0.1%
0.565023745	1	< 0.1%

Value	Count	Frequency (%)
19.99999901	1	< 0.1%
19.24263664	1	< 0.1%
19.24263639	1	< 0.1%
19.22900985	1	< 0.1%
19.22900835	1	< 0.1%

v65
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	64472
Distinct (%)	> 99.9%
Missing	49840
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	15.84755668
Minimum	0.6592956855
Maximum	20.00000097
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0.6592956855
5-th percentile	12.1165985
Q1	15.0337122
median	16.2625249
Q3	17.164253
95-th percentile	18.01459673
Maximum	20.00000097
Range	19.34070528
Interquartile range (IQR)	2.130540792

Descriptive statistics

Standard deviation	1.878107419
Coefficient of variation (CV)	0.1185108504
Kurtosis	3.071189488
Mean	15.84755668
Median Absolute Deviation (MAD)	1.026519342
Skewness	-1.473634484
Sum	1021866.303
Variance	3.527287476
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.96324326	2	< 0.1%
16.79831263	2	< 0.1%
16.95801181	2	< 0.1%
17.4528849	2	< 0.1%
17.88932896	2	< 0.1%
13.99022355	2	< 0.1%
16.87111439	2	< 0.1%
16.98475464	2	< 0.1%
14.42891401	2	< 0.1%
15.997564	1	< 0.1%
Other values (64462)	64462	56.4%
(Missing)	49840	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.6592956855	1	< 0.1%
1.484387845	1	< 0.1%
2.809306225	1	< 0.1%
4.533868505	1	< 0.1%
4.53386886	1	< 0.1%

Value	Count	Frequency (%)
20.00000097	1	< 0.1%
20.00000081	1	< 0.1%
20.00000079	1	< 0.1%
20.00000075	1	< 0.1%
20.00000067	1	< 0.1%

v66
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	893.1 KiB

A	70353
C	25704
B	18264

Frequencies
Length

Value	Count	Frequency (%)
A	70353	61.5%
C	25704	22.5%
B	18264	16.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

v67
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64487
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	9.287275384
Minimum	-2.413161457e-07
Maximum	20.00000096
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-2.413161457e-07
5-th percentile	7.444350532
Q1	8.577383179
median	9.313860905
Q3	9.992976826
95-th percentile	11.06668238
Maximum	20.00000096
Range	20.0000012
Interquartile range (IQR)	1.415593646

Descriptive statistics

Standard deviation	1.123350234
Coefficient of variation (CV)	0.1209558442
Kurtosis	1.33160724
Mean	9.287275384
Median Absolute Deviation (MAD)	0.7055005937
Skewness	-0.05308060571
Sum	598927.1022
Variance	1.261915748
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.325854974	2	< 0.1%
10.93190989	2	< 0.1%
7.994825742	1	< 0.1%
10.76557827	1	< 0.1%
7.631763286	1	< 0.1%
9.409506007	1	< 0.1%
9.353869949	1	< 0.1%
9.07739457	1	< 0.1%
10.89108969	1	< 0.1%
9.875087226	1	< 0.1%
Other values (64477)	64477	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.413161457e-07	1	< 0.1%
1.264104693e-07	1	< 0.1%
5.836602691e-07	1	< 0.1%
6.62427782e-07	1	< 0.1%
1.754027062	1	< 0.1%

Value	Count	Frequency (%)
20.00000096	1	< 0.1%
16.6666675	1	< 0.1%
16.55172388	1	< 0.1%
16.55172362	1	< 0.1%
16.47682124	1	< 0.1%

v68
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	64474
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	17.56411702
Minimum	1.501359133
Maximum	20.00000098
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	1.501359133
5-th percentile	13.17018675
Q1	17.07717652
median	18.27454808
Q3	18.91139149
95-th percentile	19.44983795
Maximum	20.00000098
Range	18.49864185
Interquartile range (IQR)	1.834214976

Descriptive statistics

Standard deviation	2.289924006
Coefficient of variation (CV)	0.1303751281
Kurtosis	10.58813954
Mean	17.56411702
Median Absolute Deviation (MAD)	0.7830441519
Skewness	-2.8556503
Sum	1132622.086
Variance	5.243751955
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.98089113	2	< 0.1%
17.9583335	2	< 0.1%
16.6484797	2	< 0.1%
15.29908573	2	< 0.1%
18.7012983	2	< 0.1%
19.00000028	2	< 0.1%
16.92307713	2	< 0.1%
18.66666724	2	< 0.1%
19.57559601	2	< 0.1%
18.96987451	2	< 0.1%
Other values (64464)	64465	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.501359133	1	< 0.1%
1.54922545	1	< 0.1%
1.549225701	1	< 0.1%
1.549225789	1	< 0.1%
1.549225846	1	< 0.1%

Value	Count	Frequency (%)
20.00000098	1	< 0.1%
20.00000096	1	< 0.1%
20.00000094	1	< 0.1%
20.00000091	1	< 0.1%
20.0000009	1	< 0.1%

v69
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64332
Distinct (%)	99.9%
Missing	49895
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	9.449335112
Minimum	-9.920261849e-07
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.920261849e-07
5-th percentile	6.459626877
Q1	8.389830378
median	9.516129098
Q3	10.5376342
95-th percentile	12.30769196
Maximum	20.000001
Range	20.00000199
Interquartile range (IQR)	2.147803825

Descriptive statistics

Standard deviation	1.900495445
Coefficient of variation (CV)	0.20112478
Kurtosis	3.538854422
Mean	9.449335112
Median Absolute Deviation (MAD)	1.072107057
Skewness	-0.1655338846
Sum	608782.8639
Variance	3.611882938
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.18518485	2	< 0.1%
10.76923014	2	< 0.1%
11.99999914	2	< 0.1%
10.0000008	2	< 0.1%
10.00000091	2	< 0.1%
11.99999939	2	< 0.1%
10.00000005	2	< 0.1%
10.00000064	2	< 0.1%
10.66666625	2	< 0.1%
10.51546323	2	< 0.1%
Other values (64322)	64406	56.3%
(Missing)	49895	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.920261849e-07	1	< 0.1%
-9.915637694e-07	1	< 0.1%
-9.901083546e-07	1	< 0.1%
-9.847123333e-07	1	< 0.1%
-9.54488306e-07	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.00000099	1	< 0.1%
20.00000099	1	< 0.1%
20.00000098	1	< 0.1%
20.00000097	1	< 0.1%

v70
Real number (ℝ_≥0)

MISSING

Distinct	65631
Distinct (%)	99.9%
Missing	48636
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	12.26995986
Minimum	0.4270945971
Maximum	19.81631092
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0.4270945971
5-th percentile	8.169894707
Q1	10.8020103
median	12.49487239
Q3	13.99462427
95-th percentile	15.56849764
Maximum	19.81631092
Range	19.38921632
Interquartile range (IQR)	3.19261397

Descriptive statistics

Standard deviation	2.314461992
Coefficient of variation (CV)	0.1886283263
Kurtosis	0.4676921459
Mean	12.26995986
Median Absolute Deviation (MAD)	1.584923356
Skewness	-0.5208683685
Sum	805952.3134
Variance	5.356734313
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.62887172	2	< 0.1%
13.85575795	2	< 0.1%
11.58477044	2	< 0.1%
10.80201098	2	< 0.1%
10.80201067	2	< 0.1%
10.8020107	2	< 0.1%
14.37757351	2	< 0.1%
13.81546219	2	< 0.1%
14.86189162	2	< 0.1%
10.64266674	2	< 0.1%
Other values (65621)	65665	57.4%
(Missing)	48636	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.4270945971	1	< 0.1%
0.5743325396	1	< 0.1%
0.5743328684	1	< 0.1%
0.5743329905	1	< 0.1%
0.5743332288	1	< 0.1%

Value	Count	Frequency (%)
19.81631092	1	< 0.1%
19.81631084	1	< 0.1%
19.81631043	1	< 0.1%
19.8163098	1	< 0.1%
19.81630972	1	< 0.1%

v71
Categorical

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	893.1 KiB

F	75094
B	30255
C	8947
I	16
G	5
Other values (4)	4

Frequencies
Length

Value	Count	Frequency (%)
F	75094	65.7%
B	30255	26.5%
C	8947	7.8%
I	16	< 0.1%
G	5	< 0.1%
D	1	< 0.1%
A	1	< 0.1%
K	1	< 0.1%
L	1	< 0.1%

Frequencies of value counts

Unique

Unique	4 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

v72
Real number (ℝ_≥0)

ZEROS

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.431766692
Minimum	0
Maximum	12
Zeros	3355
Zeros (%)	2.9%
Memory size	893.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9222674734
Coefficient of variation (CV)	0.644146479
Kurtosis	18.23162699
Mean	1.431766692
Median Absolute Deviation (MAD)	0
Skewness	3.104241843
Sum	163681
Variance	0.8505772925
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	75767	66.3%
2	24341	21.3%
3	7269	6.4%
0	3355	2.9%
4	2221	1.9%
5	685	0.6%
6	288	0.3%
7	131	0.1%
8	89	0.1%
9	71	0.1%
Other values (3)	104	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3355	2.9%
1	75767	66.3%
2	24341	21.3%
3	7269	6.4%
4	2221	1.9%

Value	Count	Frequency (%)
12	32	< 0.1%
11	16	< 0.1%
10	56	< 0.1%
9	71	0.1%
8	89	0.1%

v73
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64484
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.433303425
Minimum	-9.838591585e-07
Maximum	19.99999964
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.838591585e-07
5-th percentile	1.35178046
Q1	1.902172985
median	2.331261307
Q3	2.850557943
95-th percentile	3.839630441
Maximum	19.99999964
Range	20.00000063
Interquartile range (IQR)	0.948384958

Descriptive statistics

Standard deviation	0.7986389694
Coefficient of variation (CV)	0.3282118297
Kurtosis	8.655676433
Mean	2.433303425
Median Absolute Deviation (MAD)	0.4691210129
Skewness	1.357250615
Sum	156911.5714
Variance	0.6378242035
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.488095932	2	< 0.1%
2.333332457	1	< 0.1%
1.484168588	1	< 0.1%
2.861138871	1	< 0.1%
2.271395198	1	< 0.1%
3.314394831	1	< 0.1%
2.42766464	1	< 0.1%
2.827979432	1	< 0.1%
2.586007384	1	< 0.1%
2.04005931	1	< 0.1%
Other values (64474)	64474	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.838591585e-07	1	< 0.1%
-9.383138703e-07	1	< 0.1%
-7.970699954e-07	1	< 0.1%
-7.833819153e-07	1	< 0.1%
-7.091575811e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999964	1	< 0.1%
12.93731842	1	< 0.1%
12.93731746	1	< 0.1%
12.93731745	1	< 0.1%
11.66666595	1	< 0.1%

v74
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	893.1 KiB

B	113560
C	716
A	45

Frequencies
Length

Value	Count	Frequency (%)
B	113560	99.3%
C	716	0.6%
A	45	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

v75
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	893.1 KiB

D	75087
B	39192
C	24
A	18

Frequencies
Length

Value	Count	Frequency (%)
D	75087	65.7%
B	39192	34.3%
C	24	< 0.1%
A	18	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

v76
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64525
Distinct (%)	100.0%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.405055528
Minimum	-6.171966811e-07
Maximum	20.00000057
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-6.171966811e-07
5-th percentile	0.8102861077
Q1	1.627384182
median	2.170299804
Q3	2.80653256
95-th percentile	4.765652781
Maximum	20.00000057
Range	20.00000119
Interquartile range (IQR)	1.179148377

Descriptive statistics

Standard deviation	1.383719294
Coefficient of variation (CV)	0.5753377741
Kurtosis	15.10978055
Mean	2.405055528
Median Absolute Deviation (MAD)	0.5796124794
Skewness	2.813282707
Sum	155186.2079
Variance	1.914679084
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.671665404	1	< 0.1%
5.889466492	1	< 0.1%
2.438508415	1	< 0.1%
2.229257417	1	< 0.1%
2.619616112	1	< 0.1%
2.243827298	1	< 0.1%
2.789021942	1	< 0.1%
6.043824404	1	< 0.1%
1.103637033	1	< 0.1%
2.071802822	1	< 0.1%
Other values (64515)	64515	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6.171966811e-07	1	< 0.1%
-3.667087078e-07	1	< 0.1%
-1.606002757e-07	1	< 0.1%
2.937801186e-07	1	< 0.1%
0.1568231674	1	< 0.1%

Value	Count	Frequency (%)
20.00000057	1	< 0.1%
19.99999965	1	< 0.1%
18.47092293	1	< 0.1%
18.47092255	1	< 0.1%
18.18180164	1	< 0.1%

v77
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	7.307365948
Minimum	-7.72989617e-07
Maximum	15.973509
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-7.72989617e-07
5-th percentile	5.138434365
Q1	6.504956688
median	7.375825051
Q3	8.163900877
95-th percentile	9.239281391
Maximum	15.973509
Range	15.97350977
Interquartile range (IQR)	1.658944188

Descriptive statistics

Standard deviation	1.256062232
Coefficient of variation (CV)	0.1718898768
Kurtosis	0.4765201747
Mean	7.307365948
Median Absolute Deviation (MAD)	0.8214535884
Skewness	-0.1988167787
Sum	471244.7226
Variance	1.577692332
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.643519319	1	< 0.1%
8.451356226	1	< 0.1%
8.662041067	1	< 0.1%
6.632815961	1	< 0.1%
7.273546831	1	< 0.1%
6.07384345	1	< 0.1%
8.043251668	1	< 0.1%
7.186502502	1	< 0.1%
7.589711058	1	< 0.1%
6.679495142	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7.72989617e-07	1	< 0.1%
-2.712849853e-07	1	< 0.1%
2.853807919e-07	1	< 0.1%
7.676745131e-07	1	< 0.1%
0.8624514072	1	< 0.1%

Value	Count	Frequency (%)
15.973509	1	< 0.1%
15.19108298	1	< 0.1%
15.12195219	1	< 0.1%
15.11078354	1	< 0.1%
13.33333349	1	< 0.1%

v78
Real number (ℝ)

MISSING

Distinct	64265
Distinct (%)	99.8%
Missing	49895
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	13.33448197
Minimum	-9.902572081e-07
Maximum	20.00000099
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.902572081e-07
5-th percentile	10.45226072
Q1	12.31343255
median	13.33333367
Q3	14.39393891
95-th percentile	16.18607315
Maximum	20.00000099
Range	20.00000198
Interquartile range (IQR)	2.080506364

Descriptive statistics

Standard deviation	1.843919242
Coefficient of variation (CV)	0.1382820305
Kurtosis	4.626516796
Mean	13.33448197
Median Absolute Deviation (MAD)	1.030302813
Skewness	-0.5456051289
Sum	859087.3356
Variance	3.400038172
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.0000002	3	< 0.1%
13.33333233	3	< 0.1%
13.33333309	3	< 0.1%
13.59999956	2	< 0.1%
13.3333328	2	< 0.1%
13.06122418	2	< 0.1%
13.2225905	2	< 0.1%
12.99999949	2	< 0.1%
13.04347798	2	< 0.1%
13.33333412	2	< 0.1%
Other values (64255)	64403	56.3%
(Missing)	49895	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.902572081e-07	1	< 0.1%
-9.461039074e-07	1	< 0.1%
-8.78749765e-07	1	< 0.1%
-8.769571563e-07	1	< 0.1%
-8.685658602e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000099	1	< 0.1%
20.00000099	1	< 0.1%
20.00000098	1	< 0.1%
20.00000097	1	< 0.1%
20.00000096	1	< 0.1%

v79
Categorical

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	893.1 KiB

C	34561
B	25801
E	25257
D	5302
I	4561
Other values (13)	18839

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
C	34561	30.2%
B	25801	22.6%
E	25257	22.1%
D	5302	4.6%
I	4561	4.0%
K	4308	3.8%
M	3946	3.5%
O	3331	2.9%
P	2217	1.9%
H	2004	1.8%
Other values (8)	3033	2.7%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

v80
Real number (ℝ)

MISSING

Distinct	64466
Distinct (%)	> 99.9%
Missing	49851
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.209699932
Minimum	-9.992918916e-07
Maximum	19.99999964
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.992918916e-07
5-th percentile	0.6956516121
Q1	1.44654101
median	2.090909236
Q3	2.857141879
95-th percentile	4.117647795
Maximum	19.99999964
Range	20.00000064
Interquartile range (IQR)	1.410600869

Descriptive statistics

Standard deviation	1.074983055
Coefficient of variation (CV)	0.4864837254
Kurtosis	3.775481437
Mean	2.209699932
Median Absolute Deviation (MAD)	0.693091449
Skewness	0.8656111089
Sum	142459.3546
Variance	1.155588569
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.438849879	2	< 0.1%
3.33333318	2	< 0.1%
2.857142669	2	< 0.1%
1.999999441	2	< 0.1%
2.579074562	1	< 0.1%
0.8933006511	1	< 0.1%
2.769230508	1	< 0.1%
2.400000873	1	< 0.1%
1.79999957	1	< 0.1%
4.516129696	1	< 0.1%
Other values (64456)	64456	56.4%
(Missing)	49851	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.992918916e-07	1	< 0.1%
-9.977597985e-07	1	< 0.1%
-9.958747917e-07	1	< 0.1%
-9.913036348e-07	1	< 0.1%
-9.909655495e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999964	1	< 0.1%
19.99999958	1	< 0.1%
13.33333388	1	< 0.1%
13.33333279	1	< 0.1%
10.76923046	1	< 0.1%

v81
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	65685
Distinct (%)	> 99.9%
Missing	48624
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	7.287173817
Minimum	-1.443765048e-07
Maximum	20.00000097
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-1.443765048e-07
5-th percentile	3.066733168
Q1	5.983212427
median	7.517741524
Q3	8.776052254
95-th percentile	10.63365424
Maximum	20.00000097
Range	20.00000111
Interquartile range (IQR)	2.792839827

Descriptive statistics

Standard deviation	2.223636685
Coefficient of variation (CV)	0.3051439064
Kurtosis	0.2908330185
Mean	7.287173817
Median Absolute Deviation (MAD)	1.388283866
Skewness	-0.2750527702
Sum	478745.4583
Variance	4.944560106
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.01122938	2	< 0.1%
7.829570788	2	< 0.1%
6.612365147	2	< 0.1%
6.831033167	2	< 0.1%
12.01122842	2	< 0.1%
9.932405308	2	< 0.1%
2.45628784	2	< 0.1%
10.58495014	2	< 0.1%
11.49741191	2	< 0.1%
9.037277084	2	< 0.1%
Other values (65675)	65677	57.4%
(Missing)	48624	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.443765048e-07	1	< 0.1%
6.117207098e-07	1	< 0.1%
0.5735062276	1	< 0.1%
0.5735077695	1	< 0.1%
0.5735077832	1	< 0.1%

Value	Count	Frequency (%)
20.00000097	1	< 0.1%
20.00000059	1	< 0.1%
20.00000024	1	< 0.1%
20.00000013	1	< 0.1%
19.99999932	1	< 0.1%

v82
Real number (ℝ)

MISSING

Distinct	65663
Distinct (%)	99.9%
Missing	48624
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	6.208356488
Minimum	-7.251766721e-07
Maximum	20.00000023
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-7.251766721e-07
5-th percentile	2.88100423
Q1	3.38529989
median	3.688459325
Q3	8.791594287
95-th percentile	13.54349034
Maximum	20.00000023
Range	20.00000096
Interquartile range (IQR)	5.406294397

Descriptive statistics

Standard deviation	3.678042497
Coefficient of variation (CV)	0.5924341657
Kurtosis	-0.3459536579
Mean	6.208356488
Median Absolute Deviation (MAD)	0.712016198
Skewness	0.8954602251
Sum	407870.3962
Variance	13.52799661
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.879158714	2	< 0.1%
8.838296137	2	< 0.1%
3.524424798	2	< 0.1%
8.879159702	2	< 0.1%
8.70402779	2	< 0.1%
8.879160241	2	< 0.1%
8.879158601	2	< 0.1%
3.69416282	2	< 0.1%
8.814944559	2	< 0.1%
8.87332148	2	< 0.1%
Other values (65653)	65677	57.4%
(Missing)	48624	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7.251766721e-07	1	< 0.1%
-3.111597363e-08	1	< 0.1%
6.002038662e-08	1	< 0.1%
1.54327896e-07	1	< 0.1%
2.159114908e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000023	1	< 0.1%
20	1	< 0.1%
19.99999936	1	< 0.1%
19.99999904	1	< 0.1%
19.19439666	1	< 0.1%

v83
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.17380772
Minimum	-9.865679164e-07
Maximum	20.00000028
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.865679164e-07
5-th percentile	0.9066762634
Q1	1.43276111
median	1.937243935
Q3	2.668160579
95-th percentile	4.265298262
Maximum	20.00000028
Range	20.00000127
Interquartile range (IQR)	1.23539947

Descriptive statistics

Standard deviation	1.062289404
Coefficient of variation (CV)	0.4886768015
Kurtosis	3.532797311
Mean	2.17380772
Median Absolute Deviation (MAD)	0.5852998917
Skewness	1.354436845
Sum	140186.6861
Variance	1.128458778
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.100511837	1	< 0.1%
1.601524434	1	< 0.1%
2.650787206	1	< 0.1%
1.45080276	1	< 0.1%
2.036423071	1	< 0.1%
1.798790036	1	< 0.1%
1.595610403	1	< 0.1%
1.104772009	1	< 0.1%
1.528411834	1	< 0.1%
1.075795515	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.865679164e-07	1	< 0.1%
-9.856120433e-07	1	< 0.1%
-9.228147954e-07	1	< 0.1%
-8.994170603e-07	1	< 0.1%
-8.979620011e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000028	1	< 0.1%
10.89953257	1	< 0.1%
10.49999927	1	< 0.1%
9.152541696	1	< 0.1%
9.000000003	1	< 0.1%

v84
Real number (ℝ)

MISSING

Distinct	64487
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.607955704
Minimum	-9.994244671e-07
Maximum	20.00000097
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.994244671e-07
5-th percentile	0.4379559586
Q1	0.9565996903
median	1.42329451
Q3	2.069453907
95-th percentile	3.367347377
Maximum	20.00000097
Range	20.00000197
Interquartile range (IQR)	1.112854217

Descriptive statistics

Standard deviation	0.9412067139
Coefficient of variation (CV)	0.585343683
Kurtosis	6.269174088
Mean	1.607955704
Median Absolute Deviation (MAD)	0.5311016905
Skewness	1.461279061
Sum	103695.4554
Variance	0.8858700784
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.780415996	2	< 0.1%
1.054945431	2	< 0.1%
2.974088697	1	< 0.1%
0.7643306198	1	< 0.1%
1.643835397	1	< 0.1%
1.004745318	1	< 0.1%
3.018293157	1	< 0.1%
0.7929517971	1	< 0.1%
1.45116326	1	< 0.1%
0.9892482606	1	< 0.1%
Other values (64477)	64477	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.994244671e-07	1	< 0.1%
-9.922512406e-07	1	< 0.1%
-9.905638286e-07	1	< 0.1%
-9.878493638e-07	1	< 0.1%
-9.873358384e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000097	1	< 0.1%
14.90683307	1	< 0.1%
12.41379323	1	< 0.1%
12.41379214	1	< 0.1%
12.14380777	1	< 0.1%

v85
Real number (ℝ)

MISSING

Distinct	63637
Distinct (%)	> 99.9%
Missing	50682
Missing (%)	44.3%
Infinite	0
Infinite (%)	0.0%

Mean	2.822252727
Minimum	-9.995740564e-07
Maximum	20.00000089
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.995740564e-07
5-th percentile	0.917823194
Q1	1.836735226
median	2.594936859
Q3	3.574468413
95-th percentile	5.553614555
Maximum	20.00000089
Range	20.00000189
Interquartile range (IQR)	1.737733188

Descriptive statistics

Standard deviation	1.423207969
Coefficient of variation (CV)	0.5042808374
Kurtosis	2.011405692
Mean	2.822252727
Median Absolute Deviation (MAD)	0.8449365448
Skewness	0.9287531208
Sum	179605.3413
Variance	2.025520922
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.333332665	2	< 0.1%
2.222222291	2	< 0.1%
1.518988065	1	< 0.1%
3.867069836	1	< 0.1%
3.809523334	1	< 0.1%
3.021977284	1	< 0.1%
1.632652734	1	< 0.1%
2.037617683	1	< 0.1%
3.858616587	1	< 0.1%
3.777777592	1	< 0.1%
Other values (63627)	63627	55.7%
(Missing)	50682	44.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.995740564e-07	1	< 0.1%
-9.936323101e-07	1	< 0.1%
-9.935743379e-07	1	< 0.1%
-9.894433309e-07	1	< 0.1%
-9.887671024e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000089	1	< 0.1%
20.00000034	1	< 0.1%
19.9999991	1	< 0.1%
10.19464773	1	< 0.1%
10.19464627	1	< 0.1%

v86
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.22018414
Minimum	-9.814309986e-07
Maximum	17.56097511
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.814309986e-07
5-th percentile	0.6398531777
Q1	0.937012767
median	1.158301
Q3	1.422050805
95-th percentile	1.98437867
Maximum	17.56097511
Range	17.56097609
Interquartile range (IQR)	0.4850380379

Descriptive statistics

Standard deviation	0.4658069713
Coefficient of variation (CV)	0.3817513733
Kurtosis	45.72987349
Mean	1.22018414
Median Absolute Deviation (MAD)	0.2387582154
Skewness	3.08335363
Sum	78688.45502
Variance	0.2169761345
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.139240404	1	< 0.1%
1.18672953	1	< 0.1%
1.411765262	1	< 0.1%
0.998612215	1	< 0.1%
1.241068148	1	< 0.1%
2.737226711	1	< 0.1%
1.17996603	1	< 0.1%
0.9579263902	1	< 0.1%
1.034108078	1	< 0.1%
0.9840806861	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.814309986e-07	1	< 0.1%
-9.661660323e-07	1	< 0.1%
-9.260628327e-07	1	< 0.1%
-9.218702635e-07	1	< 0.1%
-9.123635853e-07	1	< 0.1%

Value	Count	Frequency (%)
17.56097511	1	< 0.1%
12.76218625	1	< 0.1%
10.9271524	1	< 0.1%
8.5443029	1	< 0.1%
7.753622474	1	< 0.1%

v87
Real number (ℝ_≥0)

MISSING

Distinct	65630
Distinct (%)	> 99.9%
Missing	48663
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%

Mean	10.18021564
Minimum	0.8723955171
Maximum	19.84275443
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0.8723955171
5-th percentile	5.481547693
Q1	8.055425323
median	9.995718015
Q3	12.23047727
95-th percentile	15.54607316
Maximum	19.84275443
Range	18.97035892
Interquartile range (IQR)	4.175051948

Descriptive statistics

Standard deviation	3.000053422
Coefficient of variation (CV)	0.2946944865
Kurtosis	-0.331369302
Mean	10.18021564
Median Absolute Deviation (MAD)	2.07767117
Skewness	0.1931471175
Sum	668412.5988
Variance	9.000320536
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.13173423	2	< 0.1%
13.42952912	2	< 0.1%
10.1317335	2	< 0.1%
12.79491261	2	< 0.1%
10.50828489	2	< 0.1%
12.55366847	2	< 0.1%
11.01268833	2	< 0.1%
10.4353632	2	< 0.1%
3.475352479	2	< 0.1%
11.3574845	2	< 0.1%
Other values (65620)	65638	57.4%
(Missing)	48663	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.8723955171	1	< 0.1%
1.206338933	1	< 0.1%
1.51736901	1	< 0.1%
1.517369072	1	< 0.1%
1.517369192	1	< 0.1%

Value	Count	Frequency (%)
19.84275443	1	< 0.1%
19.84275389	1	< 0.1%
19.40165734	1	< 0.1%
19.08014474	1	< 0.1%
19.01071423	1	< 0.1%

v88
Real number (ℝ)

MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.92418383
Minimum	-9.990081517e-07
Maximum	20.00000009
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.990081517e-07
5-th percentile	0.5794306599
Q1	1.180275836
median	1.761547486
Q3	2.461538888
95-th percentile	3.801048622
Maximum	20.00000009
Range	20.00000109
Interquartile range (IQR)	1.281263053

Descriptive statistics

Standard deviation	1.048548124
Coefficient of variation (CV)	0.5449313663
Kurtosis	6.028223019
Mean	1.92418383
Median Absolute Deviation (MAD)	0.6279392266
Skewness	1.462029918
Sum	124088.691
Variance	1.099453167
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.722668389	1	< 0.1%
1.467305421	1	< 0.1%
0.8339398713	1	< 0.1%
1.861160016	1	< 0.1%
2.817381492	1	< 0.1%
0.9015634398	1	< 0.1%
2.337662669	1	< 0.1%
2.608097874	1	< 0.1%
0.343115629	1	< 0.1%
1.802347778	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.990081517e-07	1	< 0.1%
-9.924579123e-07	1	< 0.1%
-9.519032756e-07	1	< 0.1%
-9.489889637e-07	1	< 0.1%
-9.392824044e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000009	1	< 0.1%
17.99999923	1	< 0.1%
13.33333414	1	< 0.1%
10.03174697	1	< 0.1%
10.03174616	1	< 0.1%

v89
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	65686
Distinct (%)	> 99.9%
Missing	48619
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	1.518425197
Minimum	0.02236518297
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0.02236518297
5-th percentile	0.04823920437
Q1	0.09964508655
median	0.3323640227
Q3	1.74606432
95-th percentile	7.079592234
Maximum	20.000001
Range	19.97763581
Interquartile range (IQR)	1.646419233

Descriptive statistics

Standard deviation	2.81290209
Coefficient of variation (CV)	1.852512784
Kurtosis	17.3640091
Mean	1.518425197
Median Absolute Deviation (MAD)	0.2785405284
Skewness	3.700111309
Sum	99763.57231
Variance	7.912418166
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.28322359	2	< 0.1%
4.953242718	2	< 0.1%
20.00000038	2	< 0.1%
19.99999981	2	< 0.1%
10.34317606	2	< 0.1%
9.886266855	2	< 0.1%
6.858209861	2	< 0.1%
6.748284233	2	< 0.1%
10.28322316	2	< 0.1%
0.6045793451	2	< 0.1%
Other values (65676)	65682	57.5%
(Missing)	48619	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.02236518297	1	< 0.1%
0.02236600553	1	< 0.1%
0.0232877191	1	< 0.1%
0.02349378927	1	< 0.1%
0.02371738995	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.000001	1	< 0.1%
20.00000099	1	< 0.1%
20.00000098	1	< 0.1%
20.00000098	1	< 0.1%

v90
Real number (ℝ)

MISSING

Distinct	64484
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	0.9669125681
Minimum	-2.343004215e-07
Maximum	6.305774929
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-2.343004215e-07
5-th percentile	0.6870728742
Q1	0.8627289394
median	0.9691829165
Q3	1.061779074
95-th percentile	1.227931412
Maximum	6.305774929
Range	6.305775163
Interquartile range (IQR)	0.1990501341

Descriptive statistics

Standard deviation	0.1789301986
Coefficient of variation (CV)	0.1850531315
Kurtosis	56.70637277
Mean	0.9669125681
Median Absolute Deviation (MAD)	0.09880877071
Skewness	2.854934999
Sum	62351.35695
Variance	0.03201601598
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.190092519	2	< 0.1%
0.931543074	1	< 0.1%
1.09843337	1	< 0.1%
1.000912524	1	< 0.1%
1.055779647	1	< 0.1%
0.950702985	1	< 0.1%
1.111902772	1	< 0.1%
1.050534437	1	< 0.1%
0.8546361981	1	< 0.1%
0.7358113499	1	< 0.1%
Other values (64474)	64474	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.343004215e-07	1	< 0.1%
2.126344388e-07	1	< 0.1%
0.0589791997	1	< 0.1%
0.2979982909	1	< 0.1%
0.3337699742	1	< 0.1%

Value	Count	Frequency (%)
6.305774929	1	< 0.1%
6.305774621	1	< 0.1%
5.834347896	1	< 0.1%
5.712466778	1	< 0.1%
4.154173227	1	< 0.1%

v91
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	893.1 KiB

A	27079
G	24545
C	23157
B	22683
F	13418
Other values (2)	3436

Frequencies
Length

Value	Count	Frequency (%)
A	27079	23.7%
G	24545	21.5%
C	23157	20.3%
B	22683	19.8%
F	13418	11.7%
E	3206	2.8%
D	230	0.2%
(Missing)	3	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	1
Mean length	1.000052484
Min length	1

v92
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	64478
Distinct (%)	100.0%
Missing	49843
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	0.5823667751
Minimum	3.393209748e-08
Maximum	8.923843466
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	3.393209748e-08
5-th percentile	0.3074123398
Q1	0.4350468449
median	0.5426693513
Q3	0.6783547014
95-th percentile	0.9789921473
Maximum	8.923843466
Range	8.923843432
Interquartile range (IQR)	0.2433078564

Descriptive statistics

Standard deviation	0.2402102385
Coefficient of variation (CV)	0.4124724295
Kurtosis	90.01433991
Mean	0.5823667751
Median Absolute Deviation (MAD)	0.1189782842
Skewness	4.545553094
Sum	37549.84492
Variance	0.0577009587
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9700415435	1	< 0.1%
1.343866009	1	< 0.1%
0.5959711823	1	< 0.1%
1.337051278	1	< 0.1%
0.5115677384	1	< 0.1%
0.567936321	1	< 0.1%
0.6803077771	1	< 0.1%
0.4660912168	1	< 0.1%
0.6624227283	1	< 0.1%
0.6495102094	1	< 0.1%
Other values (64468)	64468	56.4%
(Missing)	49843	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.393209748e-08	1	< 0.1%
9.511615288e-07	1	< 0.1%
0.008758076983	1	< 0.1%
0.06152112263	1	< 0.1%
0.07224860404	1	< 0.1%

Value	Count	Frequency (%)
8.923843466	1	< 0.1%
8.923843083	1	< 0.1%
8.923842943	1	< 0.1%
6.248735093	1	< 0.1%
5.545968933	1	< 0.1%

v93
Real number (ℝ_≥0)

MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	5.475184532
Minimum	4.251918613e-07
Maximum	19.99999948
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	4.251918613e-07
5-th percentile	3.020893125
Q1	4.548473352
median	5.301046953
Q3	6.223883499
95-th percentile	8.30318636
Maximum	19.99999948
Range	19.99999906
Interquartile range (IQR)	1.675410146

Descriptive statistics

Standard deviation	1.640349035
Coefficient of variation (CV)	0.2995970319
Kurtosis	4.316570293
Mean	5.475184532
Median Absolute Deviation (MAD)	0.8273596643
Skewness	1.102709972
Sum	353089.1753
Variance	2.690744955
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.060389159	1	< 0.1%
6.924179497	1	< 0.1%
4.799695081	1	< 0.1%
4.293261049	1	< 0.1%
4.011181159	1	< 0.1%
4.569686539	1	< 0.1%
5.784246881	1	< 0.1%
4.870124001	1	< 0.1%
8.544770652	1	< 0.1%
4.61636276	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.251918613e-07	1	< 0.1%
0.1771619198	1	< 0.1%
0.3194722459	1	< 0.1%
0.4174915681	1	< 0.1%
0.4596034941	1	< 0.1%

Value	Count	Frequency (%)
19.99999948	1	< 0.1%
19.68452095	1	< 0.1%
19.39300385	1	< 0.1%
19.39300274	1	< 0.1%
18.56528302	1	< 0.1%

v94
Real number (ℝ)

MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	3.852883061
Minimum	-9.68780868e-07
Maximum	19.01631183
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.68780868e-07
5-th percentile	2.761999111
Q1	3.333931878
median	3.743106371
Q3	4.225062766
95-th percentile	5.2478143
Maximum	19.01631183
Range	19.0163128
Interquartile range (IQR)	0.8911308872

Descriptive statistics

Standard deviation	0.8549949673
Coefficient of variation (CV)	0.2219104379
Kurtosis	18.26912317
Mean	3.852883061
Median Absolute Deviation (MAD)	0.441751109
Skewness	2.331129637
Sum	248468.5757
Variance	0.7310163941
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.343597609	1	< 0.1%
4.285822405	1	< 0.1%
3.568252055	1	< 0.1%
5.225776414	1	< 0.1%
3.235315286	1	< 0.1%
5.030914208	1	< 0.1%
4.581980705	1	< 0.1%
4.398614286	1	< 0.1%
3.662045989	1	< 0.1%
4.488428111	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.68780868e-07	1	< 0.1%
-9.378099608e-07	1	< 0.1%
-8.380739553e-07	1	< 0.1%
-6.311650384e-07	1	< 0.1%
-1.370234975e-07	1	< 0.1%

Value	Count	Frequency (%)
19.01631183	1	< 0.1%
19.01631156	1	< 0.1%
19.01631146	1	< 0.1%
16.11750187	1	< 0.1%
16.01285285	1	< 0.1%

v95
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64478
Distinct (%)	100.0%
Missing	49843
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	0.6657576395
Minimum	-5.784673592e-07
Maximum	9.070537703
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-5.784673592e-07
5-th percentile	0.3630325744
Q1	0.5016116954
median	0.6201132444
Q3	0.7691489947
95-th percentile	1.106936356
Maximum	9.070537703
Range	9.070538282
Interquartile range (IQR)	0.2675372992

Descriptive statistics

Standard deviation	0.2641127134
Coefficient of variation (CV)	0.3967100004
Kurtosis	66.98202063
Mean	0.6657576395
Median Absolute Deviation (MAD)	0.1312527956
Skewness	4.021483519
Sum	42926.72108
Variance	0.06975552538
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7572226375	1	< 0.1%
0.8953739465	1	< 0.1%
0.5643783404	1	< 0.1%
0.5979074216	1	< 0.1%
0.4016688795	1	< 0.1%
0.4478303336	1	< 0.1%
0.5500524827	1	< 0.1%
0.5455768659	1	< 0.1%
0.5653657402	1	< 0.1%
0.3022549816	1	< 0.1%
Other values (64468)	64468	56.4%
(Missing)	49843	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-5.784673592e-07	1	< 0.1%
5.090146376e-07	1	< 0.1%
0.008636439155	1	< 0.1%
0.09499377803	1	< 0.1%
0.09499510529	1	< 0.1%

Value	Count	Frequency (%)
9.070537703	1	< 0.1%
9.070537363	1	< 0.1%
9.070537298	1	< 0.1%
6.161977321	1	< 0.1%
5.532300792	1	< 0.1%

v96
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	6.457951959
Minimum	-8.832504129e-07
Maximum	19.99999977
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-8.832504129e-07
5-th percentile	4.534686238
Q1	5.758412042
median	6.511627073
Q3	7.230768703
95-th percentile	8.148332139
Maximum	19.99999977
Range	20.00000065
Interquartile range (IQR)	1.47235666

Descriptive statistics

Standard deviation	1.120471511
Coefficient of variation (CV)	0.1735026085
Kurtosis	0.8503468026
Mean	6.457951959
Median Absolute Deviation (MAD)	0.7350955254
Skewness	-0.2642524945
Sum	416466.8639
Variance	1.255456406
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.427161193	1	< 0.1%
7.125669279	1	< 0.1%
4.886877465	1	< 0.1%
4.955357095	1	< 0.1%
6.399318009	1	< 0.1%
7.030506155	1	< 0.1%
6.157185816	1	< 0.1%
6.4542658	1	< 0.1%
6.816344295	1	< 0.1%
7.187499794	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-8.832504129e-07	1	< 0.1%
-5.435370812e-07	1	< 0.1%
-3.601484532e-07	1	< 0.1%
-1.201378626e-07	1	< 0.1%
-9.589020932e-08	1	< 0.1%

Value	Count	Frequency (%)
19.99999977	1	< 0.1%
13.98089255	1	< 0.1%
12.15734938	1	< 0.1%
11.80795805	1	< 0.1%
11.807958	1	< 0.1%

v97
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64470
Distinct (%)	> 99.9%
Missing	49843
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	7.622553948
Minimum	-9.059520412e-07
Maximum	20.00000083
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.059520412e-07
5-th percentile	4.756927989
Q1	6.315790173
median	7.446807548
Q3	8.780488306
95-th percentile	11.09565145
Maximum	20.00000083
Range	20.00000174
Interquartile range (IQR)	2.464698133

Descriptive statistics

Standard deviation	1.924074024
Coefficient of variation (CV)	0.2524185513
Kurtosis	0.7210763957
Mean	7.622553948
Median Absolute Deviation (MAD)	1.224584455
Skewness	0.4469473151
Sum	491487.0334
Variance	3.702060851
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.00000066	2	< 0.1%
10.00000027	2	< 0.1%
10.00000006	2	< 0.1%
7.906976821	2	< 0.1%
10.61818262	2	< 0.1%
10.00000083	2	< 0.1%
4.999999703	2	< 0.1%
6.449704885	2	< 0.1%
6.415095119	1	< 0.1%
8.214286556	1	< 0.1%
Other values (64460)	64460	56.4%
(Missing)	49843	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.059520412e-07	1	< 0.1%
-7.633508616e-07	1	< 0.1%
-7.540483553e-07	1	< 0.1%
-5.277188836e-07	1	< 0.1%
-4.250173749e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000083	1	< 0.1%
20.00000052	1	< 0.1%
20.00000041	1	< 0.1%
20.0000002	1	< 0.1%
19.99999966	1	< 0.1%

v98
Real number (ℝ)

MISSING

Distinct	65656
Distinct (%)	> 99.9%
Missing	48654
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%

Mean	7.66762377
Minimum	-5.605927626e-07
Maximum	19.05879963
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-5.605927626e-07
5-th percentile	3.911278083
Q1	6.125287808
median	7.644154054
Q3	9.064070022
95-th percentile	11.73596274
Maximum	19.05879963
Range	19.0588002
Interquartile range (IQR)	2.938782214

Descriptive statistics

Standard deviation	2.325862723
Coefficient of variation (CV)	0.3033355303
Kurtosis	0.3314496921
Mean	7.66762377
Median Absolute Deviation (MAD)	1.465711326
Skewness	0.2873878264
Sum	503509.8501
Variance	5.409637404
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.53075127	2	< 0.1%
11.53075062	2	< 0.1%
5.552560475	2	< 0.1%
1.980622023	2	< 0.1%
5.282142253	2	< 0.1%
8.307412951	2	< 0.1%
7.548678039	2	< 0.1%
10.02393585	2	< 0.1%
6.994641038	2	< 0.1%
5.163727392	2	< 0.1%
Other values (65646)	65647	57.4%
(Missing)	48654	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-5.605927626e-07	1	< 0.1%
-3.297539617e-07	1	< 0.1%
-9.423276448e-08	1	< 0.1%
4.738852904e-07	1	< 0.1%
7.406062991e-07	1	< 0.1%

Value	Count	Frequency (%)
19.05879963	1	< 0.1%
18.37276467	1	< 0.1%
18.19338755	1	< 0.1%
18.19338698	1	< 0.1%
18.19338672	1	< 0.1%

v99
Real number (ℝ)

MISSING

Distinct	64488
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.250720531
Minimum	-9.787309186e-07
Maximum	19.99999976
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.787309186e-07
5-th percentile	0.5435988921
Q1	0.9330819006
median	1.235546218
Q3	1.552500367
95-th percentile	1.995902828
Maximum	19.99999976
Range	20.00000074
Interquartile range (IQR)	0.6194184669

Descriptive statistics

Standard deviation	0.4614097135
Coefficient of variation (CV)	0.3689151191
Kurtosis	45.53217472
Mean	1.250720531
Median Absolute Deviation (MAD)	0.3102036314
Skewness	1.553977835
Sum	80657.7163
Variance	0.2128989237
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.410255439	2	< 0.1%
1.71830562	1	< 0.1%
1.44293901	1	< 0.1%
0.6970231145	1	< 0.1%
1.388136966	1	< 0.1%
1.466665939	1	< 0.1%
1.330913752	1	< 0.1%
1.798855253	1	< 0.1%
0.6915127341	1	< 0.1%
0.832712125	1	< 0.1%
Other values (64478)	64478	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.787309186e-07	1	< 0.1%
-8.410460955e-07	1	< 0.1%
-8.128055588e-07	1	< 0.1%
-7.922512273e-07	1	< 0.1%
-7.79159919e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999976	1	< 0.1%
8.148148537	1	< 0.1%
8.148147341	1	< 0.1%
7.79166727	1	< 0.1%
7.791666644	1	< 0.1%

v100
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64471
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	12.0916229
Minimum	-9.981311339e-07
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.981311339e-07
5-th percentile	0.1566579693
Q1	5.754165593
median	14.47593919
Q3	18.31746035
95-th percentile	19.73094166
Maximum	20.000001
Range	20.000002
Interquartile range (IQR)	12.56329475

Descriptive statistics

Standard deviation	6.888297245
Coefficient of variation (CV)	0.5696751628
Kurtosis	-1.211726853
Mean	12.0916229
Median Absolute Deviation (MAD)	4.680687491
Skewness	-0.5359004845
Sum	779728.3028
Variance	47.44863894
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.99999918	2	< 0.1%
19.99999994	2	< 0.1%
19.99999994	2	< 0.1%
19.99999993	2	< 0.1%
20.0000002	2	< 0.1%
20.00000025	2	< 0.1%
20.00000015	2	< 0.1%
19.99999936	2	< 0.1%
20.00000054	2	< 0.1%
19.99999923	2	< 0.1%
Other values (64461)	64465	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.981311339e-07	1	< 0.1%
-9.980039461e-07	1	< 0.1%
-9.935582535e-07	1	< 0.1%
-9.891348767e-07	1	< 0.1%
-9.870998467e-07	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.000001	1	< 0.1%
20.00000099	1	< 0.1%
20.00000099	1	< 0.1%
20.00000098	1	< 0.1%

v101
Real number (ℝ)

MISSING

Distinct	64525
Distinct (%)	100.0%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	6.866413706
Minimum	-3.942766557e-07
Maximum	20.00000042
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-3.942766557e-07
5-th percentile	3.346134291
Q1	5.257972521
median	6.623713611
Q3	8.240793678
95-th percentile	11.07481517
Maximum	20.00000042
Range	20.00000082
Interquartile range (IQR)	2.982821158

Descriptive statistics

Standard deviation	2.354672773
Coefficient of variation (CV)	0.3429261436
Kurtosis	0.8633329315
Mean	6.866413706
Median Absolute Deviation (MAD)	1.469339837
Skewness	0.6492191184
Sum	443055.3444
Variance	5.544483866
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.024094473	1	< 0.1%
9.063582687	1	< 0.1%
7.355739643	1	< 0.1%
1.953193092	1	< 0.1%
9.00071158	1	< 0.1%
11.24497291	1	< 0.1%
4.002329081	1	< 0.1%
7.453102609	1	< 0.1%
8.685508529	1	< 0.1%
6.271136517	1	< 0.1%
Other values (64515)	64515	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.942766557e-07	1	< 0.1%
-1.586559809e-07	1	< 0.1%
2.102117834e-09	1	< 0.1%
4.96554213e-07	1	< 0.1%
0.4511494845	1	< 0.1%

Value	Count	Frequency (%)
20.00000042	1	< 0.1%
19.99999986	1	< 0.1%
19.21206385	1	< 0.1%
18.74135267	1	< 0.1%
18.67881774	1	< 0.1%

v102
Real number (ℝ)

MISSING

Distinct	62986
Distinct (%)	> 99.9%
Missing	51316
Missing (%)	44.9%
Infinite	0
Infinite (%)	0.0%

Mean	2.890288727
Minimum	-7.111492574e-07
Maximum	20.00000011
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-7.111492574e-07
5-th percentile	1.177908471
Q1	1.793632206
median	2.462898292
Q3	3.413255625
95-th percentile	6.074586581
Maximum	20.00000011
Range	20.00000082
Interquartile range (IQR)	1.619623418

Descriptive statistics

Standard deviation	1.824040549
Coefficient of variation (CV)	0.6310928496
Kurtosis	11.5261921
Mean	2.890288727
Median Absolute Deviation (MAD)	0.7786995894
Skewness	2.825089702
Sum	182102.6413
Variance	3.327123924
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.302275402	2	< 0.1%
1.365303137	2	< 0.1%
4.262931689	2	< 0.1%
2.690449388	2	< 0.1%
1.525926973	2	< 0.1%
1.954256066	2	< 0.1%
2.128264744	2	< 0.1%
2.521386207	2	< 0.1%
2.128265321	2	< 0.1%
2.476283094	2	< 0.1%
Other values (62976)	62985	55.1%
(Missing)	51316	44.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7.111492574e-07	1	< 0.1%
-5.83131433e-07	1	< 0.1%
-4.689611553e-07	1	< 0.1%
-2.006614569e-07	1	< 0.1%
-1.226758118e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000011	1	< 0.1%
19.69912955	1	< 0.1%
19.50766775	1	< 0.1%
19.50766754	1	< 0.1%
18.81019581	1	< 0.1%

v103
Real number (ℝ)

MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	5.29671589
Minimum	-9.757742701e-07
Maximum	18.77525146
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.757742701e-07
5-th percentile	3.658455143
Q1	4.500903804
median	5.125846503
Q3	5.874544848
95-th percentile	7.50823499
Maximum	18.77525146
Range	18.77525244
Interquartile range (IQR)	1.373641044

Descriptive statistics

Standard deviation	1.228804463
Coefficient of variation (CV)	0.2319936519
Kurtosis	4.714449513
Mean	5.29671589
Median Absolute Deviation (MAD)	0.6752309219
Skewness	1.276345475
Sum	341579.911
Variance	1.509960407
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.250613908	1	< 0.1%
3.893963521	1	< 0.1%
5.773503717	1	< 0.1%
5.035470452	1	< 0.1%
3.802478284	1	< 0.1%
3.835439503	1	< 0.1%
5.577896215	1	< 0.1%
5.687914252	1	< 0.1%
4.438051985	1	< 0.1%
4.517576718	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.757742701e-07	1	< 0.1%
-9.31722775e-07	1	< 0.1%
-9.137193753e-07	1	< 0.1%
-9.036383605e-07	1	< 0.1%
-8.708076391e-07	1	< 0.1%

Value	Count	Frequency (%)
18.77525146	1	< 0.1%
18.48406327	1	< 0.1%
18.48406155	1	< 0.1%
17.41893856	1	< 0.1%
17.23094699	1	< 0.1%

v104
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64489
Distinct (%)	100.0%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.642827625
Minimum	-8.683169317e-07
Maximum	20.0000006
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-8.683169317e-07
5-th percentile	1.633156657
Q1	2.140931597
median	2.512033838
Q3	2.948753597
95-th percentile	4.000339361
Maximum	20.0000006
Range	20.00000147
Interquartile range (IQR)	0.8078220003

Descriptive statistics

Standard deviation	0.8857686358
Coefficient of variation (CV)	0.3351594434
Kurtosis	27.35884043
Mean	2.642827625
Median Absolute Deviation (MAD)	0.3999639607
Skewness	3.30629305
Sum	170433.3107
Variance	0.7845860762
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.684853485	1	< 0.1%
2.02474167	1	< 0.1%
3.566572835	1	< 0.1%
2.458697094	1	< 0.1%
2.622610523	1	< 0.1%
2.726553686	1	< 0.1%
3.799705177	1	< 0.1%
1.700744637	1	< 0.1%
8.163049301	1	< 0.1%
2.828365273	1	< 0.1%
Other values (64479)	64479	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-8.683169317e-07	1	< 0.1%
-7.947770252e-07	1	< 0.1%
-7.328812232e-07	1	< 0.1%
-4.460197008e-07	1	< 0.1%
-3.936267953e-07	1	< 0.1%

Value	Count	Frequency (%)
20.0000006	1	< 0.1%
19.99999914	1	< 0.1%
19.99999911	1	< 0.1%
16.5947976	1	< 0.1%
15.95154679	1	< 0.1%

v105
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	65658
Distinct (%)	> 99.9%
Missing	48658
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.081045222
Minimum	9.364980758e-05
Maximum	20.00000098
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	9.364980758e-05
5-th percentile	0.008926004805
Q1	0.05556488365
median	0.2425558097
Q3	1.02094828
95-th percentile	4.976547706
Maximum	20.00000098
Range	19.99990733
Interquartile range (IQR)	0.9653833961

Descriptive statistics

Standard deviation	2.247307526
Coefficient of variation (CV)	2.078828415
Kurtosis	19.40478176
Mean	1.081045222
Median Absolute Deviation (MAD)	0.2240641918
Skewness	3.984950177
Sum	70984.67243
Variance	5.050391115
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.122212858	2	< 0.1%
1.230402923	2	< 0.1%
11.80937689	2	< 0.1%
8.677526277	2	< 0.1%
3.747942693	2	< 0.1%
0.132221251	1	< 0.1%
0.004212658968	1	< 0.1%
8.130907865	1	< 0.1%
3.691041624	1	< 0.1%
0.1248871191	1	< 0.1%
Other values (65648)	65648	57.4%
(Missing)	48658	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9.364980758e-05	1	< 0.1%
9.470578564e-05	1	< 0.1%
9.825755193e-05	1	< 0.1%
0.0001072254306	1	< 0.1%
0.0001530047383	1	< 0.1%

Value	Count	Frequency (%)
20.00000098	1	< 0.1%
20.00000097	1	< 0.1%
20.00000095	1	< 0.1%
20.00000094	1	< 0.1%
20.00000094	1	< 0.1%

v106
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64521
Distinct (%)	> 99.9%
Missing	49796
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	11.79135955
Minimum	-5.467028864e-07
Maximum	20.00000034
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-5.467028864e-07
5-th percentile	6.245775272
Q1	10.0498086
median	12.0851768
Q3	13.76751495
95-th percentile	16.27326028
Maximum	20.00000034
Range	20.00000088
Interquartile range (IQR)	3.717706348

Descriptive statistics

Standard deviation	2.954102441
Coefficient of variation (CV)	0.2505311137
Kurtosis	0.1317176755
Mean	11.79135955
Median Absolute Deviation (MAD)	1.829827494
Skewness	-0.4686591466
Sum	760837.4752
Variance	8.726721234
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.33084751	2	< 0.1%
10.00072586	2	< 0.1%
15.2867853	2	< 0.1%
15.02447472	2	< 0.1%
8.544338676	1	< 0.1%
9.019663474	1	< 0.1%
7.524659035	1	< 0.1%
13.05374072	1	< 0.1%
13.6869958	1	< 0.1%
6.745632803	1	< 0.1%
Other values (64511)	64511	56.4%
(Missing)	49796	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-5.467028864e-07	1	< 0.1%
-2.905897904e-07	1	< 0.1%
-1.135229278e-07	1	< 0.1%
9.867425552e-07	1	< 0.1%
1.816273662	1	< 0.1%

Value	Count	Frequency (%)
20.00000034	1	< 0.1%
20.00000018	1	< 0.1%
19.99999955	1	< 0.1%
19.71070305	1	< 0.1%
19.70045349	1	< 0.1%

v107
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	893.1 KiB

E	27079
C	24545
D	23157
B	22683
A	13418
Other values (2)	3436

Frequencies
Length

Value	Count	Frequency (%)
E	27079	23.7%
C	24545	21.5%
D	23157	20.3%
B	22683	19.8%
A	13418	11.7%
F	3206	2.8%
G	230	0.2%
(Missing)	3	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	1
Mean length	1.000052484
Min length	1

v108
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	65687
Distinct (%)	> 99.9%
Missing	48624
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	2.152620048
Minimum	4.251643362e-07
Maximum	20.00000059
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	4.251643362e-07
5-th percentile	1.164415251
Q1	1.530366824
median	1.98083364
Q3	2.541602292
95-th percentile	3.734474674
Maximum	20.00000059
Range	20.00000017
Interquartile range (IQR)	1.011235468

Descriptive statistics

Standard deviation	0.9131328185
Coefficient of variation (CV)	0.4241960022
Kurtosis	13.88345996
Mean	2.152620048
Median Absolute Deviation (MAD)	0.4871391427
Skewness	2.431029471
Sum	141420.6793
Variance	0.8338115443
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.077603073	2	< 0.1%
2.362732347	2	< 0.1%
1.564363045	2	< 0.1%
1.958773768	2	< 0.1%
3.560953943	2	< 0.1%
1.692523335	2	< 0.1%
1.24797632	2	< 0.1%
2.003465746	2	< 0.1%
2.161326765	2	< 0.1%
1.573818396	2	< 0.1%
Other values (65677)	65677	57.4%
(Missing)	48624	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.251643362e-07	1	< 0.1%
0.0007638277504	1	< 0.1%
0.09874523047	1	< 0.1%
0.0987464014	1	< 0.1%
0.1072453691	1	< 0.1%

Value	Count	Frequency (%)
20.00000059	1	< 0.1%
13.2280946	1	< 0.1%
13.22809456	1	< 0.1%
13.22809373	1	< 0.1%
13.22809347	1	< 0.1%

v109
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	65673
Distinct (%)	> 99.9%
Missing	48624
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	4.181284377
Minimum	-9.996884418e-07
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.996884418e-07
5-th percentile	0.7236848968
Q1	1.842106206
median	3.087908729
Q3	5.151941101
95-th percentile	12.25808555
Maximum	20.000001
Range	20.000002
Interquartile range (IQR)	3.309834895

Descriptive statistics

Standard deviation	3.712001181
Coefficient of variation (CV)	0.8877657786
Kurtosis	4.953844577
Mean	4.181284377
Median Absolute Deviation (MAD)	1.465767654
Skewness	2.086141858
Sum	274697.8397
Variance	13.77895277
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.3385884	2	< 0.1%
20.00000046	2	< 0.1%
20.00000001	2	< 0.1%
20.00000008	2	< 0.1%
2.368421205	2	< 0.1%
1.458494028	2	< 0.1%
1.858553348	2	< 0.1%
19.99999991	2	< 0.1%
1.331792588	2	< 0.1%
20.00000057	2	< 0.1%
Other values (65663)	65677	57.4%
(Missing)	48624	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.996884418e-07	1	< 0.1%
-9.987625506e-07	1	< 0.1%
-9.974998194e-07	1	< 0.1%
-9.974031138e-07	1	< 0.1%
-9.971219889e-07	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.000001	1	< 0.1%
20.00000099	1	< 0.1%
20.00000099	1	< 0.1%
20.00000098	1	< 0.1%

v110
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	893.1 KiB

A	55688
B	55426
C	3207

Frequencies
Length

Value	Count	Frequency (%)
A	55688	48.7%
B	55426	48.5%
C	3207	2.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

v111
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64486
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	3.36531367
Minimum	-9.990269535e-07
Maximum	20.00000051
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.990269535e-07
5-th percentile	1.452076872
Q1	2.31759662
median	3.108808807
Q3	4.120879211
95-th percentile	6.218097433
Maximum	20.00000051
Range	20.00000151
Interquartile range (IQR)	1.80328259

Descriptive statistics

Standard deviation	1.487421518
Coefficient of variation (CV)	0.4419859971
Kurtosis	1.981591448
Mean	3.36531367
Median Absolute Deviation (MAD)	0.87000313
Skewness	1.083610404
Sum	217025.7133
Variance	2.212422772
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.566845874	2	< 0.1%
2.000000522	2	< 0.1%
1.983472028	2	< 0.1%
5.879656959	1	< 0.1%
2.788816982	1	< 0.1%
2.976084891	1	< 0.1%
2.571819545	1	< 0.1%
3.888888987	1	< 0.1%
3.28456732	1	< 0.1%
1.850034666	1	< 0.1%
Other values (64476)	64476	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.990269535e-07	1	< 0.1%
-9.875015177e-07	1	< 0.1%
-9.557282883e-07	1	< 0.1%
-9.405382152e-07	1	< 0.1%
-9.35207485e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000051	1	< 0.1%
15.73770569	1	< 0.1%
14.23728795	1	< 0.1%
11.99999957	1	< 0.1%
11.9999993	1	< 0.1%

v112
Categorical

Distinct	22
Distinct (%)	< 0.1%
Missing	382
Missing (%)	0.3%
Memory size	893.1 KiB

F	21671
I	10224
A	9545
N	9086
D	7327
Other values (17)	56086

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
F	21671	19.0%
I	10224	8.9%
A	9545	8.3%
N	9086	7.9%
D	7327	6.4%
H	5651	4.9%
U	4803	4.2%
E	4748	4.2%
P	4675	4.1%
L	4479	3.9%
Other values (12)	31730	27.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	1
Mean length	1.006682937
Min length	1

v113
Categorical

MISSING

Distinct	36
Distinct (%)	0.1%
Missing	55304
Missing (%)	48.4%
Memory size	893.1 KiB

G	16252
M	7374
AC	5956
AF	3568
I	2605
Other values (31)	23262

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
G	16252	14.2%
M	7374	6.5%
AC	5956	5.2%
AF	3568	3.1%
I	2605	2.3%
P	1975	1.7%
AG	1712	1.5%
V	1673	1.5%
X	1635	1.4%
T	1608	1.4%
Other values (26)	14659	12.8%
(Missing)	55304	48.4%

Frequencies of value counts

Unique

Unique	2 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	3
Median length	2
Mean length	2.102562084
Min length	1

v114
Real number (ℝ)

HIGH CORRELATION

Distinct	114267
Distinct (%)	> 99.9%
Missing	30
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%

Mean	13.57445098
Minimum	-9.335326977e-10
Maximum	19.99999968
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.335326977e-10
5-th percentile	8.558229041
Q1	11.99531203
median	14.03998041
Q3	15.37266637
95-th percentile	17.47997702
Maximum	19.99999968
Range	19.99999968
Interquartile range (IQR)	3.37735434

Descriptive statistics

Standard deviation	2.613221199
Coefficient of variation (CV)	0.1925102682
Kurtosis	0.01968607326
Mean	13.57445098
Median Absolute Deviation (MAD)	1.57908386
Skewness	-0.5736682087
Sum	1551437.577
Variance	6.828925033
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.09764503	2	< 0.1%
12.71788212	2	< 0.1%
13.04235326	2	< 0.1%
12.5502893	2	< 0.1%
13.8593366	2	< 0.1%
15.17525415	2	< 0.1%
15.45942208	2	< 0.1%
14.87408442	2	< 0.1%
14.87712273	2	< 0.1%
14.87965246	2	< 0.1%
Other values (114257)	114271	> 99.9%
(Missing)	30	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.335326977e-10	1	< 0.1%
4.478574174	1	< 0.1%
4.494476019	1	< 0.1%
4.556393999	1	< 0.1%
4.582199539	1	< 0.1%

Value	Count	Frequency (%)
19.99999968	1	< 0.1%
19.81977582	1	< 0.1%
19.62901093	1	< 0.1%
19.57121474	1	< 0.1%
19.48419951	1	< 0.1%

v115
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64253
Distinct (%)	99.7%
Missing	49895
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	10.54805093
Minimum	-9.8531887e-07
Maximum	20.00000097
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.8531887e-07
5-th percentile	7.692308016
Q1	9.457365024
median	10.47619098
Q3	11.61290228
95-th percentile	13.52941141
Maximum	20.00000097
Range	20.00000196
Interquartile range (IQR)	2.155537258

Descriptive statistics

Standard deviation	1.901483519
Coefficient of variation (CV)	0.1802687085
Kurtosis	3.514179731
Mean	10.54805093
Median Absolute Deviation (MAD)	1.073105487
Skewness	0.17079316
Sum	679568.7294
Variance	3.615639574
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.11111033	3	< 0.1%
10.0000001	3	< 0.1%
10.00000053	3	< 0.1%
11.42857202	3	< 0.1%
12.0000003	2	< 0.1%
12.50000019	2	< 0.1%
10.00000057	2	< 0.1%
14.54545417	2	< 0.1%
9.999999644	2	< 0.1%
11.99999978	2	< 0.1%
Other values (64243)	64402	56.3%
(Missing)	49895	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.8531887e-07	1	< 0.1%
-9.84967203e-07	1	< 0.1%
-9.687517461e-07	1	< 0.1%
-9.682593522e-07	1	< 0.1%
-9.343943773e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000097	1	< 0.1%
20.00000097	1	< 0.1%
20.00000095	1	< 0.1%
20.00000094	1	< 0.1%
20.00000093	1	< 0.1%

v116
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64485
Distinct (%)	100.0%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.291217584
Minimum	-9.450358759e-07
Maximum	20.0000008
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.450358759e-07
5-th percentile	1.356783481
Q1	1.851474381
median	2.22222322
Q3	2.649680873
95-th percentile	3.453038053
Maximum	20.0000008
Range	20.00000174
Interquartile range (IQR)	0.7982064919

Descriptive statistics

Standard deviation	0.6702713695
Coefficient of variation (CV)	0.2925393792
Kurtosis	25.36355324
Mean	2.291217584
Median Absolute Deviation (MAD)	0.4001840576
Skewness	1.698875877
Sum	147749.1659
Variance	0.4492637088
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.077150496	1	< 0.1%
1.922564314	1	< 0.1%
2.305581782	1	< 0.1%
2.040817192	1	< 0.1%
1.698229192	1	< 0.1%
4.137930262	1	< 0.1%
2.470587886	1	< 0.1%
2.993196451	1	< 0.1%
2.532078063	1	< 0.1%
1.115297303	1	< 0.1%
Other values (64475)	64475	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.450358759e-07	1	< 0.1%
-8.139407968e-07	1	< 0.1%
-6.54129114e-07	1	< 0.1%
-6.169517555e-07	1	< 0.1%
-6.11407604e-07	1	< 0.1%

Value	Count	Frequency (%)
20.0000008	1	< 0.1%
19.9999999	1	< 0.1%
19.99999967	1	< 0.1%
10.00000042	1	< 0.1%
9.999999667	1	< 0.1%

v117
Real number (ℝ)

MISSING

Distinct	65662
Distinct (%)	99.9%
Missing	48624
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	8.303857064
Minimum	-9.991992362e-07
Maximum	20.0000008
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.991992362e-07
5-th percentile	2.881671696
Q1	5.763344799
median	8.070174963
Q3	10.5032168
95-th percentile	14.77969818
Maximum	20.0000008
Range	20.00000179
Interquartile range (IQR)	4.739872001

Descriptive statistics

Standard deviation	3.618001348
Coefficient of variation (CV)	0.4357013036
Kurtosis	-0.3014266865
Mean	8.303857064
Median Absolute Deviation (MAD)	2.3646492
Skewness	0.1402261052
Sum	545538.4976
Variance	13.08993376
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.75923921	2	< 0.1%
1.582211765	2	< 0.1%
8.27920959	2	< 0.1%
14.75923801	2	< 0.1%
14.75923874	2	< 0.1%
3.441582597	2	< 0.1%
12.44609306	2	< 0.1%
11.67817749	2	< 0.1%
14.75923764	2	< 0.1%
14.75923879	2	< 0.1%
Other values (65652)	65677	57.4%
(Missing)	48624	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.991992362e-07	1	< 0.1%
-9.987969009e-07	1	< 0.1%
-9.976509181e-07	1	< 0.1%
-9.972915854e-07	1	< 0.1%
-9.962230591e-07	1	< 0.1%

Value	Count	Frequency (%)
20.0000008	1	< 0.1%
20.00000074	1	< 0.1%
20.00000063	1	< 0.1%
19.9999999	1	< 0.1%
19.99999968	1	< 0.1%

v118
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64470
Distinct (%)	> 99.9%
Missing	49843
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	8.364650802
Minimum	-1.695463176e-07
Maximum	20.00000096
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-1.695463176e-07
5-th percentile	5.443786683
Q1	6.981627427
median	8.136963749
Q3	9.565218303
95-th percentile	12.02127674
Maximum	20.00000096
Range	20.00000113
Interquartile range (IQR)	2.583590875

Descriptive statistics

Standard deviation	2.002096683
Coefficient of variation (CV)	0.2393520938
Kurtosis	0.6069579496
Mean	8.364650802
Median Absolute Deviation (MAD)	1.26196336
Skewness	0.5119778299
Sum	539335.9544
Variance	4.008391129
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.999999561	2	< 0.1%
12.40506292	2	< 0.1%
6.666667441	2	< 0.1%
10.00000084	2	< 0.1%
6.666667039	2	< 0.1%
10.00000087	2	< 0.1%
10.00000097	2	< 0.1%
6.666666684	2	< 0.1%
8.706624994	1	< 0.1%
9.87854309	1	< 0.1%
Other values (64460)	64460	56.4%
(Missing)	49843	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.695463176e-07	1	< 0.1%
-1.383729207e-07	1	< 0.1%
5.558559974e-08	1	< 0.1%
9.277003098e-08	1	< 0.1%
1.770864342e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000096	1	< 0.1%
20.00000084	1	< 0.1%
20.00000075	1	< 0.1%
20.00000075	1	< 0.1%
20.00000073	1	< 0.1%

v119
Real number (ℝ)

MISSING

Distinct	63638
Distinct (%)	> 99.9%
Missing	50680
Missing (%)	44.3%
Infinite	0
Infinite (%)	0.0%

Mean	3.168969793
Minimum	-9.998182867e-07
Maximum	20.00000046
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.998182867e-07
5-th percentile	-3.114838228e-07
Q1	0.315008651
median	1.461560935
Q3	4.166048805
95-th percentile	13.48113352
Maximum	20.00000046
Range	20.00000146
Interquartile range (IQR)	3.851040154

Descriptive statistics

Standard deviation	4.240119898
Coefficient of variation (CV)	1.33801209
Kurtosis	3.566408946
Mean	3.168969793
Median Absolute Deviation (MAD)	1.419664572
Skewness	1.97426942
Sum	201676.4066
Variance	17.97861675
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.053172187	2	< 0.1%
3.472217885	2	< 0.1%
14.72092943	2	< 0.1%
0.3012272652	1	< 0.1%
4.56071455	1	< 0.1%
8.65300184	1	< 0.1%
4.297116528	1	< 0.1%
-5.04422109e-08	1	< 0.1%
6.624649133e-07	1	< 0.1%
0.1606541258	1	< 0.1%
Other values (63628)	63628	55.7%
(Missing)	50680	44.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.998182867e-07	1	< 0.1%
-9.99689033e-07	1	< 0.1%
-9.993460714e-07	1	< 0.1%
-9.99023991e-07	1	< 0.1%
-9.987951329e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000046	1	< 0.1%
20.00000014	1	< 0.1%
19.99999997	1	< 0.1%
19.99999937	1	< 0.1%
19.9999991	1	< 0.1%

v120
Real number (ℝ)

MISSING

Distinct	64484
Distinct (%)	> 99.9%
Missing	49836
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.291217886
Minimum	-9.93253443e-07
Maximum	10.39426549
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.93253443e-07
5-th percentile	0.3970506788
Q1	0.7758619613
median	1.144707632
Q3	1.647220036
95-th percentile	2.676894846
Maximum	10.39426549
Range	10.39426648
Interquartile range (IQR)	0.8713580748

Descriptive statistics

Standard deviation	0.7383738557
Coefficient of variation (CV)	0.5718429582
Kurtosis	4.882489252
Mean	1.291217886
Median Absolute Deviation (MAD)	0.4162682318
Skewness	1.506320349
Sum	83264.18539
Variance	0.5451959508
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.819575363	2	< 0.1%
1.451612569	1	< 0.1%
0.7305944758	1	< 0.1%
0.90277696	1	< 0.1%
1.377517716	1	< 0.1%
0.6648698467	1	< 0.1%
0.7407399634	1	< 0.1%
0.8661419633	1	< 0.1%
0.6896543667	1	< 0.1%
1.026855489	1	< 0.1%
Other values (64474)	64474	56.4%
(Missing)	49836	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.93253443e-07	1	< 0.1%
-9.926347444e-07	1	< 0.1%
-9.842093317e-07	1	< 0.1%
-9.82602764e-07	1	< 0.1%
-9.788307766e-07	1	< 0.1%

Value	Count	Frequency (%)
10.39426549	1	< 0.1%
10.39426448	1	< 0.1%
9.10112396	1	< 0.1%
9.101123717	1	< 0.1%
8.778625966	1	< 0.1%

v121
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	64480
Distinct (%)	> 99.9%
Missing	49840
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.737595978
Minimum	-9.820642475e-07
Maximum	20.0000008
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.820642475e-07
5-th percentile	1.127349571
Q1	1.786964696
median	2.436195203
Q3	3.379174734
95-th percentile	5.380281796
Maximum	20.0000008
Range	20.00000179
Interquartile range (IQR)	1.592210037

Descriptive statistics

Standard deviation	1.356293671
Coefficient of variation (CV)	0.4954323727
Kurtosis	2.905925326
Mean	2.737595978
Median Absolute Deviation (MAD)	0.756383662
Skewness	1.347657719
Sum	176522.9262
Variance	1.839532521
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.142856459	2	< 0.1%
2.015266371	1	< 0.1%
1.139241346	1	< 0.1%
3.430271789	1	< 0.1%
2.025440783	1	< 0.1%
5.674825426	1	< 0.1%
3.650637289	1	< 0.1%
2.365931268	1	< 0.1%
0.6944443176	1	< 0.1%
2.896936762	1	< 0.1%
Other values (64470)	64470	56.4%
(Missing)	49840	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.820642475e-07	1	< 0.1%
-9.718289633e-07	1	< 0.1%
-9.36293813e-07	1	< 0.1%
-9.351194735e-07	1	< 0.1%
-9.020559711e-07	1	< 0.1%

Value	Count	Frequency (%)
20.0000008	1	< 0.1%
13.14084504	1	< 0.1%
10.81885941	1	< 0.1%
10.81885934	1	< 0.1%
10.80301097	1	< 0.1%

v122
Real number (ℝ)

MISSING

Distinct	64461
Distinct (%)	> 99.9%
Missing	49851
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	6.822439142
Minimum	-9.978496899e-07
Maximum	20.00000093
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.978496899e-07
5-th percentile	4.017466963
Q1	5.647711612
median	6.749117431
Q3	7.911391804
95-th percentile	9.78165889
Maximum	20.00000093
Range	20.00000193
Interquartile range (IQR)	2.263680192

Descriptive statistics

Standard deviation	1.795977614
Coefficient of variation (CV)	0.2632456774
Kurtosis	1.576680117
Mean	6.822439142
Median Absolute Deviation (MAD)	1.136596708
Skewness	0.4071082668
Sum	439842.6515
Variance	3.225535589
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.499999369	2	< 0.1%
5.798815708	2	< 0.1%
7.500000766	2	< 0.1%
10.00000037	2	< 0.1%
6.666667029	2	< 0.1%
6.666666321	2	< 0.1%
6.060606465	2	< 0.1%
7.894737108	2	< 0.1%
7.499999525	2	< 0.1%
7.58620787	1	< 0.1%
Other values (64451)	64451	56.4%
(Missing)	49851	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.978496899e-07	1	< 0.1%
-9.87280423e-07	1	< 0.1%
-8.650618241e-07	1	< 0.1%
-8.549432423e-07	1	< 0.1%
-7.912934944e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000093	1	< 0.1%
20.00000086	1	< 0.1%
20.0000007	1	< 0.1%
20.00000045	1	< 0.1%
20.00000007	1	< 0.1%

v123
Real number (ℝ_≥0)

MISSING

Distinct	63641
Distinct (%)	> 99.9%
Missing	50678
Missing (%)	44.3%
Infinite	0
Infinite (%)	0.0%

Mean	3.549938327
Minimum	0.01913855688
Maximum	19.68606924
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	0.01913855688
5-th percentile	1.270649233
Q1	1.963314613
median	2.739239485
Q3	4.075361381
95-th percentile	9.359452341
Maximum	19.68606924
Range	19.66693068
Interquartile range (IQR)	2.112046769

Descriptive statistics

Standard deviation	2.604703557
Coefficient of variation (CV)	0.7337320586
Kurtosis	6.013834272
Mean	3.549938327
Median Absolute Deviation (MAD)	0.9352827038
Skewness	2.30651194
Sum	225928.725
Variance	6.784480619
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.486187348	2	< 0.1%
13.51709244	2	< 0.1%
1.574194888	1	< 0.1%
3.965195496	1	< 0.1%
2.968065492	1	< 0.1%
7.124192583	1	< 0.1%
1.687176671	1	< 0.1%
9.345632726	1	< 0.1%
1.957916996	1	< 0.1%
1.558869735	1	< 0.1%
Other values (63631)	63631	55.7%
(Missing)	50678	44.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01913855688	1	< 0.1%
0.01913870894	1	< 0.1%
0.0629383992	1	< 0.1%
0.1072119553	1	< 0.1%
0.1161138448	1	< 0.1%

Value	Count	Frequency (%)
19.68606924	1	< 0.1%
18.2524463	1	< 0.1%
18.25244519	1	< 0.1%
18.2287998	1	< 0.1%
17.98455387	1	< 0.1%

v124
Real number (ℝ)

MISSING

Distinct	65691
Distinct (%)	> 99.9%
Missing	48619
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	0.9198119853
Minimum	-9.99495291e-07
Maximum	20.000001
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.99495291e-07
5-th percentile	8.279853416e-07
Q1	0.02053776992
median	0.1398638569
Q3	0.8718332754
95-th percentile	5.019768252
Maximum	20.000001
Range	20.000002
Interquartile range (IQR)	0.8512955055

Descriptive statistics

Standard deviation	2.099407452
Coefficient of variation (CV)	2.282431068
Kurtosis	27.72767843
Mean	0.9198119853
Median Absolute Deviation (MAD)	0.1355294816
Skewness	4.661985732
Sum	60433.48706
Variance	4.40751165
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.11398577	2	< 0.1%
1.096305232	2	< 0.1%
10.83734383	2	< 0.1%
10.83734377	2	< 0.1%
3.491670283	2	< 0.1%
1.579967361	2	< 0.1%
1.579884491	2	< 0.1%
10.83734454	2	< 0.1%
10.11398489	2	< 0.1%
10.83734439	2	< 0.1%
Other values (65681)	65682	57.5%
(Missing)	48619	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.99495291e-07	1	< 0.1%
-9.993112479e-07	1	< 0.1%
-9.989572096e-07	1	< 0.1%
-9.974834199e-07	1	< 0.1%
-9.966755939e-07	1	< 0.1%

Value	Count	Frequency (%)
20.000001	1	< 0.1%
20.00000099	1	< 0.1%
20.00000095	1	< 0.1%
20.00000093	1	< 0.1%
20.00000092	1	< 0.1%

v125
Categorical

HIGH CARDINALITY

Distinct	90
Distinct (%)	0.1%
Missing	77
Missing (%)	0.1%
Memory size	893.1 KiB

BM	5759
AK	5337
BJ	4465
CG	3826
AP	3410
Other values (85)	91447

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
BM	5759	5.0%
AK	5337	4.7%
BJ	4465	3.9%
CG	3826	3.3%
AP	3410	3.0%
BY	3311	2.9%
V	3234	2.8%
H	3212	2.8%
K	2835	2.5%
G	2594	2.3%
Other values (80)	76261	66.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	2
Mean length	1.685210941
Min length	1

v126
Real number (ℝ)

MISSING

Distinct	64487
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.672657687
Minimum	-9.564173837e-07
Maximum	15.63161283
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.564173837e-07
5-th percentile	1.123305804
Q1	1.417599801
median	1.614801674
Q3	1.843885687
95-th percentile	2.327993631
Maximum	15.63161283
Range	15.63161378
Interquartile range (IQR)	0.4262858866

Descriptive statistics

Standard deviation	0.5031683207
Coefficient of variation (CV)	0.3008196624
Kurtosis	84.82697869
Mean	1.672657687
Median Absolute Deviation (MAD)	0.2132319159
Skewness	5.854990276
Sum	107868.0216
Variance	0.2531783589
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.357995878	2	< 0.1%
1.939995602	2	< 0.1%
1.634638054	1	< 0.1%
1.669833036	1	< 0.1%
1.368689993	1	< 0.1%
1.897132761	1	< 0.1%
2.292398357	1	< 0.1%
1.558121868	1	< 0.1%
2.338204873	1	< 0.1%
1.722766216	1	< 0.1%
Other values (64477)	64477	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.564173837e-07	1	< 0.1%
-7.748186372e-07	1	< 0.1%
-6.649637864e-07	1	< 0.1%
-6.413296965e-07	1	< 0.1%
-5.368420038e-07	1	< 0.1%

Value	Count	Frequency (%)
15.63161283	1	< 0.1%
13.88343815	1	< 0.1%
13.88343812	1	< 0.1%
13.88343714	1	< 0.1%
12.47471781	1	< 0.1%

v127
Real number (ℝ)

MISSING

Distinct	64488
Distinct (%)	> 99.9%
Missing	49832
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	3.239541834
Minimum	-9.223797511e-07
Maximum	19.99999909
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.223797511e-07
5-th percentile	1.061469678
Q1	2.101900257
median	2.963620272
Q3	4.108146243
95-th percentile	6.311208582
Maximum	19.99999909
Range	20.00000002
Interquartile range (IQR)	2.006245985

Descriptive statistics

Standard deviation	1.625988461
Coefficient of variation (CV)	0.5019192664
Kurtosis	1.896038211
Mean	3.239541834
Median Absolute Deviation (MAD)	0.9672580633
Skewness	1.029696379
Sum	208914.8134
Variance	2.643838475
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.224576995	2	< 0.1%
3.139608988	1	< 0.1%
4.862429805	1	< 0.1%
4.107538204	1	< 0.1%
3.11470987	1	< 0.1%
2.938306698	1	< 0.1%
3.715035942	1	< 0.1%
3.750000622	1	< 0.1%
1.190709588	1	< 0.1%
4.791044732	1	< 0.1%
Other values (64478)	64478	56.4%
(Missing)	49832	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.223797511e-07	1	< 0.1%
-8.801838014e-07	1	< 0.1%
-7.90672883e-07	1	< 0.1%
-7.880183324e-07	1	< 0.1%
-7.380512374e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999909	1	< 0.1%
17.60204167	1	< 0.1%
14.73711398	1	< 0.1%
14.7371136	1	< 0.1%
13.17668623	1	< 0.1%

v128
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	65687
Distinct (%)	> 99.9%
Missing	48624
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%

Mean	2.030373235
Minimum	8.197811641e-07
Maximum	20.0000004
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	8.197811641e-07
5-th percentile	0.9269445137
Q1	1.39382991
median	1.798435794
Q3	2.390157535
95-th percentile	3.88249185
Maximum	20.0000004
Range	19.99999958
Interquartile range (IQR)	0.9963276256

Descriptive statistics

Standard deviation	1.074231998
Coefficient of variation (CV)	0.5290810475
Kurtosis	20.34201639
Mean	2.030373235
Median Absolute Deviation (MAD)	0.4671650701
Skewness	3.20611833
Sum	133389.4304
Variance	1.153974385
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.897496787	2	< 0.1%
1.875762813	2	< 0.1%
1.509052675	2	< 0.1%
1.601565122	2	< 0.1%
1.173134581	2	< 0.1%
1.869631991	2	< 0.1%
1.33628695	2	< 0.1%
1.516576471	2	< 0.1%
1.897496162	2	< 0.1%
1.155301099	2	< 0.1%
Other values (65677)	65677	57.4%
(Missing)	48624	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8.197811641e-07	1	< 0.1%
0.03859391163	1	< 0.1%
0.06339385994	1	< 0.1%
0.1004539059	1	< 0.1%
0.1004539446	1	< 0.1%

Value	Count	Frequency (%)
20.0000004	1	< 0.1%
13.05258953	1	< 0.1%
13.05258904	1	< 0.1%
13.05258847	1	< 0.1%
13.05258838	1	< 0.1%

v129
Real number (ℝ_≥0)

ZEROS

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.310144243
Minimum	0
Maximum	11
Zeros	90247
Zeros (%)	78.9%
Memory size	893.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6932616148
Coefficient of variation (CV)	2.235287711
Kurtosis	12.40664377
Mean	0.310144243
Median Absolute Deviation (MAD)	0
Skewness	2.864832798
Sum	35456
Variance	0.4806116666
Monotocity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	90247	78.9%
1	15313	13.4%
2	6889	6.0%
3	1373	1.2%
4	357	0.3%
5	83	0.1%
6	45	< 0.1%
11	8	< 0.1%
8	3	< 0.1%
7	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	90247	78.9%
1	15313	13.4%
2	6889	6.0%
3	1373	1.2%
4	357	0.3%

Value	Count	Frequency (%)
11	8	< 0.1%
8	3	< 0.1%
7	3	< 0.1%
6	45	< 0.1%
5	83	0.1%

v130
Real number (ℝ)

MISSING

Distinct	64476
Distinct (%)	> 99.9%
Missing	49843
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.925763468
Minimum	-9.901257328e-07
Maximum	19.99999959
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.901257328e-07
5-th percentile	0.6870958814
Q1	1.106172401
median	1.560137562
Q3	2.332424928
95-th percentile	4.465772176
Maximum	19.99999959
Range	20.00000058
Interquartile range (IQR)	1.226252527

Descriptive statistics

Standard deviation	1.264497017
Coefficient of variation (CV)	0.6566211467
Kurtosis	9.165681892
Mean	1.925763468
Median Absolute Deviation (MAD)	0.5493729745
Skewness	2.291810881
Sum	124169.3769
Variance	1.598952705
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.000000509	2	< 0.1%
1.000000448	2	< 0.1%
2.223937813	1	< 0.1%
1.125747791	1	< 0.1%
0.8192773256	1	< 0.1%
3.070706293	1	< 0.1%
1.903845927	1	< 0.1%
1.367682229	1	< 0.1%
2.583333652	1	< 0.1%
3.264706185	1	< 0.1%
Other values (64466)	64466	56.4%
(Missing)	49843	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.901257328e-07	1	< 0.1%
-9.82416778e-07	1	< 0.1%
-9.766689262e-07	1	< 0.1%
-9.626568923e-07	1	< 0.1%
-9.125090903e-07	1	< 0.1%

Value	Count	Frequency (%)
19.99999959	1	< 0.1%
19.92727288	1	< 0.1%
16.9999991	1	< 0.1%
14.65517206	1	< 0.1%
14.65517169	1	< 0.1%

v131
Real number (ℝ)

MISSING

Distinct	64414
Distinct (%)	> 99.9%
Missing	49895
Missing (%)	43.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.739389129
Minimum	-9.999133927e-07
Maximum	20.00000094
Zeros	0
Zeros (%)	0.0%
Memory size	893.1 KiB

Quantile statistics

Minimum	-9.999133927e-07
5-th percentile	8.402996079e-07
Q1	1.012658148
median	1.589403273
Q3	2.261904588
95-th percentile	3.684210849
Maximum	20.00000094
Range	20.00000194
Interquartile range (IQR)	1.24924644

Descriptive statistics

Standard deviation	1.134702355
Coefficient of variation (CV)	0.6523568165
Kurtosis	11.77908173
Mean	1.739389129
Median Absolute Deviation (MAD)	0.6205411346
Skewness	1.865127918
Sum	112061.884
Variance	1.287549433
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.857143327	2	< 0.1%
2.14285795	2	< 0.1%
2.054794381	2	< 0.1%
2.500000159	2	< 0.1%
2.105263625	2	< 0.1%
3.333333828	2	< 0.1%
2.222221919	2	< 0.1%
2.500000845	2	< 0.1%
1.33333419	2	< 0.1%
1.538461262	2	< 0.1%
Other values (64404)	64406	56.3%
(Missing)	49895	43.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-9.999133927e-07	1	< 0.1%
-9.997049425e-07	1	< 0.1%
-9.995445418e-07	1	< 0.1%
-9.985521462e-07	1	< 0.1%
-9.974798406e-07	1	< 0.1%

Value	Count	Frequency (%)
20.00000094	1	< 0.1%
20.00000064	1	< 0.1%
20.00000042	1	< 0.1%
19.99999995	1	< 0.1%
19.99999968	1	< 0.1%

Pearson's r
Phik (φk)

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Overview

Variables

Correlations

Pearson's r

Phik (φk)

Missing values